{"id":1002,"name":"NeuralHydrology","description":"Python library to train neural networks with a strong focus on hydrological applications.","url":"https://github.com/neuralhydrology/neuralhydrology","last_synced_at":"2026-04-19T23:03:26.916Z","repository":{"id":40661694,"uuid":"299839059","full_name":"neuralhydrology/neuralhydrology","owner":"neuralhydrology","description":"Python library to train neural networks with a strong focus on hydrological applications.","archived":false,"fork":false,"pushed_at":"2026-04-07T07:35:31.000Z","size":11918,"stargazers_count":522,"open_issues_count":4,"forks_count":259,"subscribers_count":31,"default_branch":"master","last_synced_at":"2026-04-13T20:04:09.142Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://neuralhydrology.readthedocs.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/neuralhydrology.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-09-30T07:16:56.000Z","updated_at":"2026-04-08T04:34:31.000Z","dependencies_parsed_at":"2023-09-21T19:13:03.741Z","dependency_job_id":"4a2b3738-3922-4266-88f7-c18bd6f6caa9","html_url":"https://github.com/neuralhydrology/neuralhydrology","commit_stats":{"total_commits":212,"total_committers":13,"mean_commits":"16.307692307692307","dds":0.4952830188679245,"last_synced_commit":"94fb2fa1515c9eeeac55c1859e4545e6a4faad39"},"previous_names":[],"tags_count":28,"template":false,"template_full_name":null,"purl":"pkg:github/neuralhydrology/neuralhydrology","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/sbom","scorecard":{"id":114141,"data":{"date":"2025-08-04","repo":{"name":"github.com/neuralhydrology/neuralhydrology","commit":"d1022cf63527096fc66b8ff2dfc765c33c4473b4"},"scorecard":{"version":"v5.2.1-28-gc1d103a9","commit":"c1d103a9bb9f635ec7260bf9aa0699466fa4be0e"},"score":4.7,"checks":[{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/docs-ci.yml:1","Warn: no topLevel permission defined: .github/workflows/package-install.yml:1","Warn: no topLevel permission defined: .github/workflows/publish-pypi.yml:1","Warn: no topLevel permission defined: .github/workflows/pytest-ci.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#token-permissions"}},{"name":"Maintained","score":5,"reason":"4 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 5","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#maintained"}},{"name":"Code-Review","score":10,"reason":"all changesets reviewed","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#dangerous-workflow"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/publish-pypi.yml:6"],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#packaging"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#branch-protection"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#signed-releases"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#fuzzing"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 30 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#sast"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs-ci.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/docs-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs-ci.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/docs-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/package-install.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/package-install.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/package-install.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/package-install.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pytest-ci.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/pytest-ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pytest-ci.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/pytest-ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/docs-ci.yml:22","Warn: pipCommand not pinned by hash: .github/workflows/package-install.yml:21","Warn: pipCommand not pinned by hash: .github/workflows/publish-pypi.yml:18","Info:   0 out of   7 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of   3 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"21 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-29gw-9793-fvw7","Warn: Project is vulnerable to: PYSEC-2015-24 / GHSA-4vwq-x64q-j4cj","Warn: Project is vulnerable to: PYSEC-2017-46 / GHSA-66gw-5xpf-gfp5","Warn: Project is vulnerable to: PYSEC-2015-25 / GHSA-92mr-v722-f48m","Warn: Project is vulnerable to: PYSEC-2022-12 / GHSA-pq7m-3gw7-gq5x","Warn: Project is vulnerable to: PYSEC-2017-47","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-15T22:50:37.147Z","repository_id":40661694,"created_at":"2025-08-15T22:50:37.147Z","updated_at":"2025-08-15T22:50:37.147Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31859796,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-15T15:24:51.572Z","status":"ssl_error","status_checked_at":"2026-04-15T15:24:39.138Z","response_time":63,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"neuralhydrology","name":"Neural Hydrology","uuid":"59032226","kind":"organization","description":"AI 4 Earth Sciences research group, Institute of Machine Learning, JKU Linz","email":null,"website":"https://neuralhydrology.github.io/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/59032226?v=4","repositories_count":2,"last_synced_at":"2023-08-07T04:21:04.993Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/neuralhydrology","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-22T23:27:42.950Z","updated_at":"2023-08-07T04:21:05.019Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology/repositories"},"packages":[{"id":2817655,"name":"neuralhydrology","ecosystem":"pypi","description":"Library for training deep learning models with environmental focus","homepage":null,"licenses":"BSD-3-Clause","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/neuralhydrology/neuralhydrology","keywords_array":[],"namespace":null,"versions_count":18,"first_release_published_at":"2022-02-13T18:46:49.000Z","latest_release_published_at":"2026-01-14T19:07:48.000Z","latest_release_number":"1.13.0","last_synced_at":"2026-04-05T16:02:21.275Z","created_at":"2022-04-10T11:44:33.295Z","updated_at":"2026-04-05T16:02:21.275Z","registry_url":"https://pypi.org/project/neuralhydrology/","install_command":"pip install neuralhydrology --index-url https://pypi.org/simple","documentation_url":"https://neuralhydrology.readthedocs.io","metadata":{"funding":null,"documentation":"https://neuralhydrology.readthedocs.io","classifiers":["License :: OSI Approved :: BSD License","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Hydrology"],"normalized_name":"neuralhydrology","project_status":null},"repo_metadata":{"id":40661694,"uuid":"299839059","full_name":"neuralhydrology/neuralhydrology","owner":"neuralhydrology","description":"Python library to train neural networks with a strong focus on hydrological applications.","archived":false,"fork":false,"pushed_at":"2024-10-17T08:05:46.000Z","size":9945,"stargazers_count":359,"open_issues_count":4,"forks_count":184,"subscribers_count":27,"default_branch":"master","last_synced_at":"2024-10-29T20:37:39.033Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://neuralhydrology.readthedocs.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/neuralhydrology.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2020-09-30T07:16:56.000Z","updated_at":"2024-10-29T09:59:47.000Z","dependencies_parsed_at":"2023-09-21T19:13:03.741Z","dependency_job_id":"4a2b3738-3922-4266-88f7-c18bd6f6caa9","html_url":"https://github.com/neuralhydrology/neuralhydrology","commit_stats":{"total_commits":205,"total_committers":11,"mean_commits":"18.636363636363637","dds":"0.48292682926829267","last_synced_commit":"e4329c32b73d2ea9a0490aaef822ded4a6f5d530"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222131010,"owners_count":16936304,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"neuralhydrology","name":"Neural Hydrology","uuid":"59032226","kind":"organization","description":"AI 4 Earth Sciences research group, Institute of Machine Learning, JKU Linz","email":null,"website":"https://neuralhydrology.github.io/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/59032226?v=4","repositories_count":2,"last_synced_at":"2023-08-07T04:21:04.993Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/neuralhydrology","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-22T23:27:42.950Z","updated_at":"2023-08-07T04:21:05.019Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology/repositories"},"tags":[{"name":"v1.10.0","sha":"2a57873fb20b33a34541a6f857ce44f8b8829988","kind":"commit","published_at":"2024-02-08T08:31:11.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.10.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.10.0/manifests"},{"name":"v1.9.1","sha":"f1ac00bef5124c6652a52200e16355430c2611d5","kind":"commit","published_at":"2023-11-23T21:13:54.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.9.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.9.1/manifests"},{"name":"v.1.9.0","sha":"df8c2a6f8bbf00887424952a99c2d049f5bc577a","kind":"commit","published_at":"2023-08-18T09:28:12.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.9.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.9.0/manifests"},{"name":"v.1.8.1","sha":"1a3c313a83832796c5d7a849ca02dc09f7dbb10a","kind":"commit","published_at":"2023-07-27T19:57:03.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.8.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.1/manifests"},{"name":"v.1.8.0","sha":"068135a44814796fa3ad3eb47656a00449fd1b1a","kind":"commit","published_at":"2023-07-07T11:02:28.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.8.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.0/manifests"},{"name":"v.1.7.0","sha":"08d355978c918d502fee7bbae8384f8f826ee38d","kind":"commit","published_at":"2023-05-17T12:24:51.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.7.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.7.0/manifests"},{"name":"v.1.6.0","sha":"9dac113993526a341944fa7104555344bf511136","kind":"commit","published_at":"2023-04-04T07:49:16.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.6.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.6.0/manifests"},{"name":"v.1.5.1","sha":"d38db983d7cbb94409924d989c624a6e4d3c43e8","kind":"commit","published_at":"2023-01-30T13:46:06.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.5.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.1/manifests"},{"name":"v.1.5.0","sha":"8228d30fd8339fc1327ae7e1f5720edbd4afa53c","kind":"commit","published_at":"2023-01-13T12:49:14.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.5.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.0/manifests"},{"name":"v.1.4.0","sha":"e3b4814f8b40f5c77571ace9a95ffe5bc44af540","kind":"commit","published_at":"2022-11-14T21:30:02.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.4.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.4.0/manifests"},{"name":"v.1.3.0","sha":"a4c284b92934ee973c8b3fedf8a60df60c8feae1","kind":"commit","published_at":"2022-04-29T19:49:12.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.3.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.3.0/manifests"},{"name":"v.1.2.5","sha":"6d0b7228db7c38a78a8c5db69aea1016761be2b7","kind":"commit","published_at":"2022-04-15T19:06:37.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.5","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.5/manifests"},{"name":"v.1.2.4","sha":"1ff36ea8c8eff99ad25fa0f56f0119acbc9e6799","kind":"commit","published_at":"2022-03-23T09:01:08.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.4","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.4/manifests"},{"name":"v.1.2.3","sha":"440fda715c4f746a2d56b058b9af2f0e03c36aa0","kind":"commit","published_at":"2022-03-03T20:51:34.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.3","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.3/manifests"},{"name":"v.1.2.2","sha":"577aa32a0e121cd172fb8df4c289ca11b7db6a51","kind":"commit","published_at":"2022-02-13T18:44:55.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.2/manifests"},{"name":"v.1.2.1","sha":"b6d43b2934227978437dae6d1c0e5974410ccb37","kind":"commit","published_at":"2022-02-09T20:40:26.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.1/manifests"},{"name":"v.1.2.0","sha":"31bd284c4713dce1404818f9416161303c25b436","kind":"commit","published_at":"2022-01-10T14:47:05.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.0/manifests"},{"name":"v.1.1.0","sha":"ab39c52d995445481030c6ed9dbd481c58a5e184","kind":"commit","published_at":"2021-12-01T12:16:29.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.1.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.1.0/manifests"},{"name":"v.1.0.0","sha":"a710d616ff67e5e321b3df216959ae6456e6e4c0","kind":"commit","published_at":"2021-10-24T20:07:14.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.0.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.0.0/manifests"},{"name":"1.0.0-beta4","sha":"cd735633b55953b4b849b2f3a8f18df6cb240762","kind":"commit","published_at":"2021-08-05T18:22:40.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-beta4","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-beta4","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-beta4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-beta4/manifests"},{"name":"v1.0.0-beta3","sha":"ffbc60043dec4e1cfc1634cd70917291c1ee77be","kind":"commit","published_at":"2021-05-19T13:59:36.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta3","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta3","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta3/manifests"},{"name":"v1.0.0-beta2","sha":"23dba64750c524e57e0ed4346c9fc0b3cfef6261","kind":"commit","published_at":"2021-05-06T09:47:18.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta2/manifests"},{"name":"v1.0.0-beta1","sha":"a49f2e43cb2b25800adde2601ebf365db79dd745","kind":"commit","published_at":"2021-04-07T15:17:37.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta1/manifests"},{"name":"1.0.0-alpha2","sha":"f320b417fe747a923ff8ef685ad33fd8b34effad","kind":"commit","published_at":"2021-03-23T15:05:07.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-alpha2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-alpha2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha2/manifests"},{"name":"1.0.0-alpha","sha":"e63bf3e52fc1ed0e8abeaefb0d963eafb36e9e9b","kind":"commit","published_at":"2021-02-11T11:41:53.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-alpha","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-alpha","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha/manifests"}]},"repo_metadata_updated_at":"2024-10-29T23:15:12.310Z","dependent_packages_count":0,"downloads":2541,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":13.160679944987763,"dependent_repos_count":22.077396024530657,"dependent_packages_count":7.306363177401113,"stargazers_count":4.192433274186701,"forks_count":4.33896302324717,"docker_downloads_count":null,"average":10.21516708887068},"purl":"pkg:pypi/neuralhydrology","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/neuralhydrology","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/neuralhydrology","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/neuralhydrology/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-10-29T19:33:37.551Z","issues_count":52,"pull_requests_count":70,"avg_time_to_close_issue":1107008.6734693877,"avg_time_to_close_pull_request":676475.536231884,"issues_closed_count":49,"pull_requests_closed_count":69,"pull_request_authors_count":18,"issue_authors_count":39,"avg_comments_per_issue":3.576923076923077,"avg_comments_per_pull_request":0.6,"merged_pull_requests_count":61,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":9,"past_year_pull_requests_count":15,"past_year_avg_time_to_close_issue":925732.5714285715,"past_year_avg_time_to_close_pull_request":375599.5714285714,"past_year_issues_closed_count":7,"past_year_pull_requests_closed_count":14,"past_year_pull_request_authors_count":9,"past_year_issue_authors_count":9,"past_year_avg_comments_per_issue":1.5555555555555556,"past_year_avg_comments_per_pull_request":1.2,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":10,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/issues","maintainers":[{"login":"gauchm","count":11,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}],"active_maintainers":[{"login":"gauchm","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/neuralhydrology/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/neuralhydrology/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/neuralhydrology/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/neuralhydrology/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/neuralhydrology/codemeta","maintainers":[{"uuid":"kratzert","login":"kratzert","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/kratzert/","role":null,"created_at":"2023-01-30T13:53:17.084Z","updated_at":"2023-01-30T13:53:17.084Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/kratzert/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":841573,"maintainers_count":359522,"namespaces_count":0,"keywords_count":271316,"github":"pypi","metadata":{"funded_packages_count":53172},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-04-09T05:08:03.587Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}},{"id":11733284,"name":"github.com/neuralhydrology/neuralhydrology","ecosystem":"go","description":null,"homepage":null,"licenses":"bsd-3-clause","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/neuralhydrology/neuralhydrology","keywords_array":[],"namespace":null,"versions_count":8,"first_release_published_at":"2021-04-07T15:17:37.000Z","latest_release_published_at":"2026-01-14T19:05:24.000Z","latest_release_number":"v1.13.0","last_synced_at":"2026-04-05T16:02:21.294Z","created_at":"2025-06-05T11:15:10.525Z","updated_at":"2026-04-05T16:02:21.294Z","registry_url":"https://pkg.go.dev/github.com/neuralhydrology/neuralhydrology","install_command":"go get github.com/neuralhydrology/neuralhydrology","documentation_url":"https://pkg.go.dev/github.com/neuralhydrology/neuralhydrology#section-documentation","metadata":{},"repo_metadata":{"id":40661694,"uuid":"299839059","full_name":"neuralhydrology/neuralhydrology","owner":"neuralhydrology","description":"Python library to train neural networks with a strong focus on hydrological applications.","archived":false,"fork":false,"pushed_at":"2025-09-30T06:34:06.000Z","size":11866,"stargazers_count":469,"open_issues_count":7,"forks_count":242,"subscribers_count":28,"default_branch":"master","last_synced_at":"2025-10-04T23:19:44.372Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://neuralhydrology.readthedocs.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/neuralhydrology.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-09-30T07:16:56.000Z","updated_at":"2025-10-03T14:37:14.000Z","dependencies_parsed_at":"2023-09-21T19:13:03.741Z","dependency_job_id":"4a2b3738-3922-4266-88f7-c18bd6f6caa9","html_url":"https://github.com/neuralhydrology/neuralhydrology","commit_stats":{"total_commits":212,"total_committers":13,"mean_commits":"16.307692307692307","dds":0.4952830188679245,"last_synced_commit":"94fb2fa1515c9eeeac55c1859e4545e6a4faad39"},"previous_names":[],"tags_count":27,"template":false,"template_full_name":null,"purl":"pkg:github/neuralhydrology/neuralhydrology","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/sbom","scorecard":{"id":114141,"data":{"date":"2025-08-04","repo":{"name":"github.com/neuralhydrology/neuralhydrology","commit":"d1022cf63527096fc66b8ff2dfc765c33c4473b4"},"scorecard":{"version":"v5.2.1-28-gc1d103a9","commit":"c1d103a9bb9f635ec7260bf9aa0699466fa4be0e"},"score":4.7,"checks":[{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/docs-ci.yml:1","Warn: no topLevel permission defined: .github/workflows/package-install.yml:1","Warn: no topLevel permission defined: .github/workflows/publish-pypi.yml:1","Warn: no topLevel permission defined: .github/workflows/pytest-ci.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#token-permissions"}},{"name":"Maintained","score":5,"reason":"4 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 5","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#maintained"}},{"name":"Code-Review","score":10,"reason":"all changesets reviewed","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#dangerous-workflow"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/publish-pypi.yml:6"],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#packaging"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#branch-protection"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#signed-releases"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#fuzzing"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 30 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#sast"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs-ci.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/docs-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs-ci.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/docs-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/package-install.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/package-install.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/package-install.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/package-install.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/publish-pypi.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/publish-pypi.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pytest-ci.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/pytest-ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pytest-ci.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/neuralhydrology/neuralhydrology/pytest-ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/docs-ci.yml:22","Warn: pipCommand not pinned by hash: .github/workflows/package-install.yml:21","Warn: pipCommand not pinned by hash: .github/workflows/publish-pypi.yml:18","Info:   0 out of   7 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of   3 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"21 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-29gw-9793-fvw7","Warn: Project is vulnerable to: PYSEC-2015-24 / GHSA-4vwq-x64q-j4cj","Warn: Project is vulnerable to: PYSEC-2017-46 / GHSA-66gw-5xpf-gfp5","Warn: Project is vulnerable to: PYSEC-2015-25 / GHSA-92mr-v722-f48m","Warn: Project is vulnerable to: PYSEC-2022-12 / GHSA-pq7m-3gw7-gq5x","Warn: Project is vulnerable to: PYSEC-2017-47","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/c1d103a9bb9f635ec7260bf9aa0699466fa4be0e/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-15T22:50:37.147Z","repository_id":40661694,"created_at":"2025-08-15T22:50:37.147Z","updated_at":"2025-08-15T22:50:37.147Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278387349,"owners_count":25978328,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-04T02:00:05.491Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"neuralhydrology","name":"Neural Hydrology","uuid":"59032226","kind":"organization","description":"AI 4 Earth Sciences research group, Institute of Machine Learning, JKU Linz","email":null,"website":"https://neuralhydrology.github.io/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/59032226?v=4","repositories_count":2,"last_synced_at":"2023-08-07T04:21:04.993Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/neuralhydrology","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-22T23:27:42.950Z","updated_at":"2023-08-07T04:21:05.019Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralhydrology/repositories"},"tags":[{"name":"v1.12.0","sha":"e0f52610a8af4817660dfa6fcdd63ba150f833d3","kind":"commit","published_at":"2025-03-15T12:46:42.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.12.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.12.0/manifests"},{"name":"v1.11.0","sha":"7cd1846e3c0791834baa411cce84fc67e516c9f6","kind":"commit","published_at":"2024-08-02T13:11:20.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.11.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.11.0/manifests"},{"name":"v1.10.0","sha":"2a57873fb20b33a34541a6f857ce44f8b8829988","kind":"commit","published_at":"2024-02-08T08:31:11.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.10.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.10.0/manifests"},{"name":"v1.9.1","sha":"f1ac00bef5124c6652a52200e16355430c2611d5","kind":"commit","published_at":"2023-11-23T21:13:54.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.9.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.9.1/manifests"},{"name":"v.1.9.0","sha":"df8c2a6f8bbf00887424952a99c2d049f5bc577a","kind":"commit","published_at":"2023-08-18T09:28:12.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.9.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.9.0/manifests"},{"name":"v.1.8.1","sha":"1a3c313a83832796c5d7a849ca02dc09f7dbb10a","kind":"commit","published_at":"2023-07-27T19:57:03.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.8.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.1/manifests"},{"name":"v.1.8.0","sha":"068135a44814796fa3ad3eb47656a00449fd1b1a","kind":"commit","published_at":"2023-07-07T11:02:28.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.8.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.8.0/manifests"},{"name":"v.1.7.0","sha":"08d355978c918d502fee7bbae8384f8f826ee38d","kind":"commit","published_at":"2023-05-17T12:24:51.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.7.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.7.0/manifests"},{"name":"v.1.6.0","sha":"9dac113993526a341944fa7104555344bf511136","kind":"commit","published_at":"2023-04-04T07:49:16.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.6.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.6.0/manifests"},{"name":"v.1.5.1","sha":"d38db983d7cbb94409924d989c624a6e4d3c43e8","kind":"commit","published_at":"2023-01-30T13:46:06.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.5.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.1/manifests"},{"name":"v.1.5.0","sha":"8228d30fd8339fc1327ae7e1f5720edbd4afa53c","kind":"commit","published_at":"2023-01-13T12:49:14.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.5.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.5.0/manifests"},{"name":"v.1.4.0","sha":"e3b4814f8b40f5c77571ace9a95ffe5bc44af540","kind":"commit","published_at":"2022-11-14T21:30:02.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.4.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.4.0/manifests"},{"name":"v.1.3.0","sha":"a4c284b92934ee973c8b3fedf8a60df60c8feae1","kind":"commit","published_at":"2022-04-29T19:49:12.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.3.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.3.0/manifests"},{"name":"v.1.2.5","sha":"6d0b7228db7c38a78a8c5db69aea1016761be2b7","kind":"commit","published_at":"2022-04-15T19:06:37.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.5","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.5/manifests"},{"name":"v.1.2.4","sha":"1ff36ea8c8eff99ad25fa0f56f0119acbc9e6799","kind":"commit","published_at":"2022-03-23T09:01:08.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.4","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.4/manifests"},{"name":"v.1.2.3","sha":"440fda715c4f746a2d56b058b9af2f0e03c36aa0","kind":"commit","published_at":"2022-03-03T20:51:34.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.3","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.3/manifests"},{"name":"v.1.2.2","sha":"577aa32a0e121cd172fb8df4c289ca11b7db6a51","kind":"commit","published_at":"2022-02-13T18:44:55.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.2/manifests"},{"name":"v.1.2.1","sha":"b6d43b2934227978437dae6d1c0e5974410ccb37","kind":"commit","published_at":"2022-02-09T20:40:26.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.1/manifests"},{"name":"v.1.2.0","sha":"31bd284c4713dce1404818f9416161303c25b436","kind":"commit","published_at":"2022-01-10T14:47:05.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.2.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.2.0/manifests"},{"name":"v.1.1.0","sha":"ab39c52d995445481030c6ed9dbd481c58a5e184","kind":"commit","published_at":"2021-12-01T12:16:29.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.1.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.1.0/manifests"},{"name":"v.1.0.0","sha":"a710d616ff67e5e321b3df216959ae6456e6e4c0","kind":"commit","published_at":"2021-10-24T20:07:14.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v.1.0.0","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v.1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v.1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v.1.0.0/manifests"},{"name":"1.0.0-beta4","sha":"cd735633b55953b4b849b2f3a8f18df6cb240762","kind":"commit","published_at":"2021-08-05T18:22:40.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-beta4","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-beta4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@1.0.0-beta4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-beta4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-beta4/manifests"},{"name":"v1.0.0-beta3","sha":"ffbc60043dec4e1cfc1634cd70917291c1ee77be","kind":"commit","published_at":"2021-05-19T13:59:36.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta3","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.0.0-beta3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta3/manifests"},{"name":"v1.0.0-beta2","sha":"23dba64750c524e57e0ed4346c9fc0b3cfef6261","kind":"commit","published_at":"2021-05-06T09:47:18.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.0.0-beta2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta2/manifests"},{"name":"v1.0.0-beta1","sha":"a49f2e43cb2b25800adde2601ebf365db79dd745","kind":"commit","published_at":"2021-04-07T15:17:37.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/v1.0.0-beta1","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/v1.0.0-beta1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@v1.0.0-beta1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/v1.0.0-beta1/manifests"},{"name":"1.0.0-alpha2","sha":"f320b417fe747a923ff8ef685ad33fd8b34effad","kind":"commit","published_at":"2021-03-23T15:05:07.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-alpha2","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-alpha2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@1.0.0-alpha2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha2/manifests"},{"name":"1.0.0-alpha","sha":"e63bf3e52fc1ed0e8abeaefb0d963eafb36e9e9b","kind":"commit","published_at":"2021-02-11T11:41:53.000Z","download_url":"https://codeload.github.com/neuralhydrology/neuralhydrology/tar.gz/1.0.0-alpha","html_url":"https://github.com/neuralhydrology/neuralhydrology/releases/tag/1.0.0-alpha","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/neuralhydrology/neuralhydrology@1.0.0-alpha","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/tags/1.0.0-alpha/manifests"}]},"repo_metadata_updated_at":"2025-10-13T13:19:32.854Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.757538697138725,"dependent_packages_count":5.395053785167736,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.57629624115323},"purl":"pkg:golang/github.com/neuralhydrology/neuralhydrology","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/neuralhydrology/neuralhydrology","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/neuralhydrology/neuralhydrology","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/neuralhydrology/neuralhydrology/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-10-03T22:56:51.537Z","issues_count":61,"pull_requests_count":117,"avg_time_to_close_issue":1885319.509090909,"avg_time_to_close_pull_request":800230.4851485149,"issues_closed_count":55,"pull_requests_closed_count":101,"pull_request_authors_count":27,"issue_authors_count":43,"avg_comments_per_issue":3.081967213114754,"avg_comments_per_pull_request":0.8547008547008547,"merged_pull_requests_count":89,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":9,"past_year_pull_requests_count":44,"past_year_avg_time_to_close_issue":756771.0,"past_year_avg_time_to_close_pull_request":967916.8666666667,"past_year_issues_closed_count":7,"past_year_pull_requests_closed_count":30,"past_year_pull_request_authors_count":15,"past_year_issue_authors_count":7,"past_year_avg_comments_per_issue":0.8888888888888888,"past_year_avg_comments_per_pull_request":1.0681818181818181,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":23,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/issues","maintainers":[{"login":"gauchm","count":17,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}],"active_maintainers":[{"login":"gauchm","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fneuralhydrology%2Fneuralhydrology/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fneuralhydrology%2Fneuralhydrology/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fneuralhydrology%2Fneuralhydrology/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fneuralhydrology%2Fneuralhydrology/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fneuralhydrology%2Fneuralhydrology/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2098278,"maintainers_count":0,"namespaces_count":781316,"keywords_count":112803,"github":"golang","metadata":{"funded_packages_count":53476},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-04-14T05:14:00.078Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}}],"commits":{"id":617793,"full_name":"neuralhydrology/neuralhydrology","default_branch":"master","total_commits":250,"total_committers":23,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":10.869565217391305,"dds":0.5640000000000001,"past_year_total_commits":25,"past_year_total_committers":12,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":2.0833333333333335,"past_year_dds":0.6799999999999999,"last_synced_at":"2026-04-15T21:30:57.939Z","last_synced_commit":"d6d7aa5cc6d9e42308009139ccccf37be006445f","created_at":"2023-03-09T07:46:37.141Z","updated_at":"2026-04-15T21:29:06.461Z","committers":[{"name":"Frederik Kratzert","email":"kratzert","login":"kratzert","count":109},{"name":"Martin Gauch","email":"15731649+gauchm","login":"gauchm","count":92},{"name":"Grey Nearing","email":"grey.nearing@gmail.com","login":"grey-nearing","count":14},{"name":"Daniel Klotz","email":"klotz@ml.jku.at","login":"danklotz","count":6},{"name":"Qiutong Yu","email":"44128760+glenyuyuyu","login":"glenyuyuyu","count":4},{"name":"Jonathan Frame","email":"44035137+jmframe","login":"jmframe","count":3},{"name":"Scott Hamshaw","email":"shamshaw@uvm.edu","login":"shamshaw","count":3},{"name":"Eduardo Acuna","email":"64921018+eduardoAcunaEspinoza","login":"eduardoAcunaEspinoza","count":2},{"name":"Brandon Victor","email":"Multihuntr@hotmail.com","login":"Multihuntr","count":2},{"name":"Thomas Berends","email":"thomasberends@hotmail.com","login":"tberends","count":2},{"name":"Andreu Bonet Pavia","email":"126771737+andreucs","login":"andreucs","count":1},{"name":"BaptisteFrancois","email":"30347942+BaptisteFrancois","login":"BaptisteFrancois","count":1},{"name":"Bevan Jenkins","email":"2482242+bevanj","login":"bevanj","count":1},{"name":"Dan Kovacek","email":"dan@dkhydrotech.com","login":"dankovacek","count":1},{"name":"Josep","email":"121246556+josep-llodra","login":"josep-llodra","count":1},{"name":"Martijn Visser","email":"mgvisser@gmail.com","login":"visr","count":1},{"name":"Saurabh","email":"151391070+saurabh-3110","login":"saurabh-3110","count":1},{"name":"Sebastian Drost","email":"s.drost@52north.org","login":"SebaDro","count":1},{"name":"Sonam Lama","email":"117420737+slama0077","login":"slama0077","count":1},{"name":"Tadd Bindas","email":"tkb5476@psu.edu","login":"taddyb","count":1},{"name":"Vincent Cloarec","email":"vcloarec@gmail.com","login":"vcloarec","count":1},{"name":"XuHuanHydro","email":"139729390+XuHuanHydro","login":"XuHuanHydro","count":1},{"name":"Ziyu Li","email":"70241363+ziyuli22","login":"ziyuli22","count":1}],"past_year_committers":[{"name":"Martin Gauch","email":"15731649+gauchm","login":"gauchm","count":8},{"name":"Qiutong Yu","email":"44128760+glenyuyuyu","login":"glenyuyuyu","count":4},{"name":"Jonathan Frame","email":"44035137+jmframe","login":"jmframe","count":3},{"name":"Grey Nearing","email":"grey.nearing@gmail.com","login":"grey-nearing","count":2},{"name":"Ziyu Li","email":"70241363+ziyuli22","login":"ziyuli22","count":1},{"name":"Thomas Berends","email":"thomasberends@hotmail.com","login":"tberends","count":1},{"name":"Sonam Lama","email":"117420737+slama0077","login":"slama0077","count":1},{"name":"Saurabh","email":"151391070+saurabh-3110","login":"saurabh-3110","count":1},{"name":"Josep","email":"121246556+josep-llodra","login":"josep-llodra","count":1},{"name":"Frederik Kratzert","email":"f.kratzert@gmail.com","login":"kratzert","count":1},{"name":"Dan Kovacek","email":"dan@dkhydrotech.com","login":"dankovacek","count":1},{"name":"Andreu Bonet Pavia","email":"126771737+andreucs","login":"andreucs","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-17T00:00:13.716Z","repositories_count":6214508,"commits_count":900552889,"contributors_count":34926497,"owners_count":1145068,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"neuralhydrology/neuralhydrology","html_url":"https://github.com/neuralhydrology/neuralhydrology","last_synced_at":"2026-04-11T20:24:15.012Z","status":"active","issues_count":67,"pull_requests_count":127,"avg_time_to_close_issue":3032834.593220339,"avg_time_to_close_pull_request":823862.4636363636,"issues_closed_count":59,"pull_requests_closed_count":110,"pull_request_authors_count":30,"issue_authors_count":48,"avg_comments_per_issue":3.044776119402985,"avg_comments_per_pull_request":0.9291338582677166,"merged_pull_requests_count":95,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":11,"past_year_pull_requests_count":40,"past_year_avg_time_to_close_issue":2886686.285714286,"past_year_avg_time_to_close_pull_request":967987.32,"past_year_issues_closed_count":7,"past_year_pull_requests_closed_count":25,"past_year_pull_request_authors_count":13,"past_year_issue_authors_count":9,"past_year_avg_comments_per_issue":1.5454545454545454,"past_year_avg_comments_per_pull_request":1.225,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":20,"created_at":"2023-05-09T10:38:57.369Z","updated_at":"2026-04-11T20:24:15.012Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralhydrology%2Fneuralhydrology/issues","issue_labels_count":{"good first issue":2,"enhancement":2,"help wanted":1,"documentation":1,"bug":1},"pull_request_labels_count":{"enhancement":2,"bug":1,"documentation":1},"issue_author_associations_count":{"NONE":56,"CONTRIBUTOR":9,"MEMBER":2},"pull_request_author_associations_count":{"CONTRIBUTOR":80,"NONE":28,"MEMBER":19},"issue_authors":{"shamshaw":4,"tommylees112":3,"chuckaustin":3,"pedrozamboni":3,"Flash-Of-Thunder":3,"jmframe":3,"jamesYu365":2,"Kavindra95":2,"vlahm":2,"gauchm":2,"Meelisha":2,"SebaDro":2,"silencesoup":1,"Smile-L-up":1,"rhedouin":1,"ravindra801":1,"rro2q2":1,"prabhatbanjara":1,"egaborit":1,"ammilten":1,"glenyuyuyu":1,"ChristiaanWewer":1,"javierfernandezfidalgo":1,"jhamman":1,"NHoose":1,"Friso1987":1,"BaptisteFrancois":1,"subhashis":1,"apointa":1,"raoulcollenteur":1,"ilteralp":1,"everettsp":1,"DavidChoi76":1,"hzhshok":1,"scottyhq":1,"julemai":1,"KMarkert":1,"smaebius":1,"rogerzzl":1,"amywinder900":1,"tberends":1,"chooron":1,"AgroMet":1,"ghost":1,"seugeni":1,"rtaormina":1,"JiaYubo-nwafu":1,"Sivarazadi":1},"pull_request_authors":{"kratzert":39,"gauchm":19,"grey-nearing":11,"Multihuntr":6,"glenyuyuyu":5,"jmframe":5,"evanr1232":4,"tberends":4,"shamshaw":3,"KMarkert":2,"vcloarec":2,"majid828":2,"dankovacek":2,"slama0077":2,"taddyb":2,"andreucs":2,"XuHuanHydro":2,"josep-llodra":2,"BaptisteFrancois":2,"saurabh-3110":1,"podestplatz":1,"Yingying016":1,"aaraney":1,"kyleniemeyer":1,"visr":1,"ziyuli22":1,"ShihengDuan":1,"SebaDro":1,"bevanj":1,"canruso":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-15T00:00:09.535Z","repositories_count":14275607,"issues_count":34612295,"pull_requests_count":113262059,"authors_count":11235370,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{"good first issue":1,"help wanted":1},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":6,"CONTRIBUTOR":3,"MEMBER":2},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":21,"NONE":12,"MEMBER":7},"past_year_issue_authors":{"gauchm":2,"jmframe":2,"ChristiaanWewer":1,"egaborit":1,"ghost":1,"glenyuyuyu":1,"prabhatbanjara":1,"scottyhq":1,"silencesoup":1},"past_year_pull_request_authors":{"grey-nearing":9,"gauchm":7,"glenyuyuyu":5,"jmframe":5,"andreucs":2,"dankovacek":2,"josep-llodra":2,"majid828":2,"slama0077":2,"aaraney":1,"podestplatz":1,"saurabh-3110":1,"ziyuli22":1},"maintainers":[{"login":"gauchm","count":21,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}],"active_maintainers":[{"login":"gauchm","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gauchm"}]},"events":{"total":{"ReleaseEvent":2,"DeleteEvent":7,"PullRequestEvent":38,"ForkEvent":56,"DiscussionEvent":4,"IssuesEvent":20,"WatchEvent":112,"IssueCommentEvent":44,"PushEvent":25,"PullRequestReviewEvent":71,"PullRequestReviewCommentEvent":56,"CreateEvent":8},"last_year":{"ReleaseEvent":1,"DeleteEvent":7,"PullRequestEvent":27,"ForkEvent":28,"DiscussionEvent":4,"IssuesEvent":12,"WatchEvent":64,"IssueCommentEvent":28,"PushEvent":20,"PullRequestReviewCommentEvent":48,"PullRequestReviewEvent":60,"CreateEvent":7}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"environments/rtd_requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-27T01:11:08.392Z","updated_at":"2022-08-27T01:11:08.392Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/environments/rtd_requirements.txt","dependencies":[{"id":2873334820,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=3.2.1","direct":true,"kind":"runtime","optional":false},{"id":2873334821,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"\u003e=0.5.0","direct":true,"kind":"runtime","optional":false},{"id":2873334822,"package_name":"nbsphinx","ecosystem":"pypi","requirements":"\u003e=0.8.0","direct":true,"kind":"runtime","optional":false},{"id":2873334823,"package_name":"nbsphinx-link","ecosystem":"pypi","requirements":"\u003e=1.3.0","direct":true,"kind":"runtime","optional":false},{"id":2873334824,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334825,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334826,"package_name":"tensorboard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334827,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-27T01:11:08.554Z","updated_at":"2022-08-27T01:11:08.554Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/setup.py","dependencies":[{"id":2873334867,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334868,"package_name":"numba","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334869,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334870,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334871,"package_name":"ruamel.yaml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334872,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334873,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334874,"package_name":"tensorboard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334875,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2873334876,"package_name":"xarray","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docs-ci.yml","sha":null,"kind":"manifest","created_at":"2023-02-16T08:01:44.829Z","updated_at":"2023-02-16T08:01:44.829Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/.github/workflows/docs-ci.yml","dependencies":[{"id":7707502243,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7707502244,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/package-install.yml","sha":null,"kind":"manifest","created_at":"2023-02-16T08:01:44.904Z","updated_at":"2023-02-16T08:01:44.904Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/.github/workflows/package-install.yml","dependencies":[{"id":7707502998,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7707502999,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish-pypi.yml","sha":null,"kind":"manifest","created_at":"2023-02-16T08:01:45.039Z","updated_at":"2023-02-16T08:01:45.039Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/.github/workflows/publish-pypi.yml","dependencies":[{"id":7707503369,"package_name":"actions/checkout","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":7707503370,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7707503371,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pytest-ci.yml","sha":null,"kind":"manifest","created_at":"2023-02-16T08:01:45.147Z","updated_at":"2023-02-16T08:01:45.147Z","repository_link":"https://github.com/neuralhydrology/neuralhydrology/blob/master/.github/workflows/pytest-ci.yml","dependencies":[{"id":7707503615,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7707503616,"package_name":"s-weigand/setup-conda","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7707503617,"package_name":"actions/cache","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":17.24189519408898,"created_at":"2023-09-11T11:54:36.629Z","updated_at":"2026-04-19T23:03:26.918Z","avatar_url":"https://github.com/neuralhydrology.png","language":"Python","category":"Hydrosphere","sub_category":"Freshwater and Hydrology","monthly_downloads":2541,"total_dependent_repos":1,"total_dependent_packages":0,"readme":"![#](docs/source/_static/img/neural-hyd-logo-black.png)\n\nPython library to train neural networks with a strong focus on hydrological applications.\n\nThis package has been used extensively in research over the last years and was used in various academic publications. \nThe core idea of this package is modularity in all places to allow easy integration of new datasets, new model \narchitectures or any training-related aspects (e.g. loss functions, optimizer, regularization). \nOne of the core concepts of this code base are configuration files, which let anyone train neural networks without\ntouching the code itself. The NeuralHydrology package is built on top of the deep learning framework \n[PyTorch](https://pytorch.org/), since it has proven to be the most flexible and useful for research purposes.\n\nWe (the AI for Earth Science group at the Institute for Machine Learning, Johannes Kepler University, Linz, Austria) are using\nthis code in our day-to-day research and will continue to integrate our new research findings into this public repository.\n\n- Documentation: [neuralhydrology.readthedocs.io](https://neuralhydrology.readthedocs.io)\n- Research Blog: [neuralhydrology.github.io](https://neuralhydrology.github.io)\n- Bug reports/Feature requests [https://github.com/neuralhydrology/neuralhydrology/issues](https://github.com/neuralhydrology/neuralhydrology/issues)\n\n# Cite NeuralHydrology\n\nIn case you use NeuralHydrology in your research or work, it would be highly appreciated if you include a reference to our [JOSS paper](https://joss.theoj.org/papers/10.21105/joss.04050#) in any kind of publication.\n\n```bibtex\n@article{kratzert2022joss,\n  title = {NeuralHydrology --- A Python library for Deep Learning research in hydrology},\n  author = {Frederik Kratzert and Martin Gauch and Grey Nearing and Daniel Klotz},\n  journal = {Journal of Open Source Software},\n  publisher = {The Open Journal},\n  year = {2022},\n  volume = {7},\n  number = {71},\n  pages = {4050},\n  doi = {10.21105/joss.04050},\n  url = {https://doi.org/10.21105/joss.04050},\n}\n```\n\n# Contact\n\nFor questions or comments regarding the usage of this repository, please use the [discussion section](https://github.com/neuralhydrology/neuralhydrology/discussions) on Github. For bug reports and feature requests, please open an [issue](https://github.com/neuralhydrology/neuralhydrology/issues) on GitHub.\nIn special cases, you can also reach out to us by email: neuralhydrology(at)googlegroups.com\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.04050"],"works":{"https://doi.org/10.21105/joss.04050":{"id":"https://openalex.org/W4220831878","doi":"https://doi.org/10.21105/joss.04050","title":"NeuralHydrology — A Python library for Deep Learning research in hydrology","display_name":"NeuralHydrology — A Python library for Deep Learning research in hydrology","publication_year":2022,"publication_date":"2022-03-04","ids":{"openalex":"https://openalex.org/W4220831878","doi":"https://doi.org/10.21105/joss.04050"},"language":null,"primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.04050","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.04050.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"Journal of open source software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://joss.theoj.org/papers/10.21105/joss.04050.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005882134","display_name":"Frederik Kratzert","orcid":"https://orcid.org/0000-0002-8897-7689"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frederik Kratzert","raw_affiliation_string":"","raw_affiliation_strings":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056054431","display_name":"Martin Gauch","orcid":"https://orcid.org/0000-0002-4587-898X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Gauch","raw_affiliation_string":"","raw_affiliation_strings":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056778863","display_name":"Grey Nearing","orcid":"https://orcid.org/0000-0001-7031-6770"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grey Nearing","raw_affiliation_string":"","raw_affiliation_strings":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5053159516","display_name":"Daniel Klotz","orcid":"https://orcid.org/0000-0002-9843-6798"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Klotz","raw_affiliation_string":"","raw_affiliation_strings":[]}],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":0,"currency":"USD","value_usd":0,"provenance":"doaj"},"apc_paid":{"value":0,"currency":"USD","value_usd":0,"provenance":"doaj"},"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":10,"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"7","issue":"71","first_page":"4050","last_page":"4050"},"is_retracted":false,"is_paratext":false,"keywords":[{"keyword":"neuralhydrology","score":0.6416},{"keyword":"deep learning","score":0.4673},{"keyword":"deep learning research","score":0.4589},{"keyword":"python library","score":0.3798}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8851356},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5003574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4618816},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25785393},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20550105},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.081425965}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.04050","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.04050.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"Journal of open source software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.04050","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.04050.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"Journal of open source software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.17}],"grants":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W90362087","https://openalex.org/W2800819102","https://openalex.org/W2989857225","https://openalex.org/W2995149074","https://openalex.org/W3024702011","https://openalex.org/W3092026988","https://openalex.org/W3101203587","https://openalex.org/W3156823462","https://openalex.org/W3214593780"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W2327204559","https://openalex.org/W3129254793","https://openalex.org/W2623240261","https://openalex.org/W2587671147"],"ngrams_url":"https://api.openalex.org/works/W4220831878/ngrams","abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4220831878","counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4}],"updated_date":"2023-12-14T19:35:22.024784","created_date":"2022-04-03"}},"citation_counts":{"https://doi.org/10.21105/joss.04050":10},"total_citations":10,"keywords_from_contributors":["hydrology"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/1002","html_url":"https://ost.ecosyste.ms/projects/1002"}