https://github.com/wherobots/geotorchai
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
https://github.com/wherobots/geotorchai
Keywords
classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-classification satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet
Keywords from Contributors
cluster-computing spatial-analysis spatial-query spatial-sql
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
- Host: GitHub
- URL: https://github.com/wherobots/geotorchai
- Owner: wherobots
- License: agpl-3.0
- Created: 2022-05-23T14:43:13.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-10-22T23:26:13.000Z (over 1 year ago)
- Last Synced: 2024-04-30T04:05:24.431Z (about 1 year ago)
- Topics: classification-model, convlstm-pytorch, deep-learning, deep-neural-networks, deepsat, prediction-model, raster-data, satellite-classification, satellite-images, segmentation-models, sequence-models, spatial-data-analysis, spatio-temporal-analysis, spatio-temporal-models, spatio-temporal-prediction, st-resnet
- Language: Jupyter Notebook
- Homepage: https://kanchanchy.github.io/geotorchai/
- Size: 42.4 MB
- Stars: 458
- Watchers: 13
- Forks: 35
- Open Issues: 7
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
Owner metadata
- Name: Wherobots Inc.
- Login: wherobots
- Email: [email protected]
- Kind: organization
- Description:
- Website: https://www.wherobots.com/
- Location: United States of America
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/92130061?v=4
- Repositories: 1
- Last ynced at: 2023-05-04T21:43:17.192Z
- Profile URL: https://github.com/wherobots
GitHub Events
Total
- Issues event: 4
- Watch event: 80
- Delete event: 2
- Member event: 1
- Issue comment event: 7
- Push event: 53
- Pull request event: 16
- Fork event: 8
- Create event: 3
Last Year
- Create event: 3
- Delete event: 2
- Fork event: 8
- Issue comment event: 7
- Issues event: 4
- Member event: 1
- Pull request event: 16
- Push event: 53
- Watch event: 80
Committers metadata
Last synced: over 1 year ago
Total Commits: 189
Total Committers: 6
Avg Commits per committer: 31.5
Development Distribution Score (DDS): 0.46
Commits in past year: 69
Committers in past year: 4
Avg Commits per committer in past year: 17.25
Development Distribution Score (DDS) in past year: 0.333
Name | Commits | |
---|---|---|
Kanchan Chowdhury | 4****y | 102 |
kanchanchy | k****1@a****u | 57 |
Mo Sarwat | t****t@g****m | 13 |
kanchanchy | k****9@g****m | 12 |
Mo Sarwat | 9****t | 4 |
Mohamed Sarwat | m****t@a****u | 1 |
Committer domains:
- asu.edu: 2
Issue and Pull Request metadata
Last synced: 11 months ago
Total issues: 33
Total pull requests: 34
Average time to close issues: about 1 month
Average time to close pull requests: 1 day
Total issue authors: 8
Total pull request authors: 2
Average comments per issue: 2.55
Average comments per pull request: 0.15
Merged pull request: 23
Bot issues: 0
Bot pull requests: 0
Past year issues: 3
Past year pull requests: 10
Past year average time to close issues: N/A
Past year average time to close pull requests: 2 days
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.3
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- kanchanchy (15)
- Sarwat (7)
- jiayuasu (3)
- MoSarwat (2)
- raphaelnz (2)
- Tensor10 (2)
- rbavery (1)
- surendra1234sharma (1)
Top Pull Request Authors
- kanchanchy (32)
- TrellixVulnTeam (2)
Top Issue Labels
- enhancement (11)
- bug (3)
Top Pull Request Labels
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- cdsapi *
- kaggle *
- numpy *
- pandas *
- rasterio *
- scikit-image *
- torch *
- xarray *
Score: 7.93379687481541