https://github.com/swanhubx/swanlab

🧐SwanLab: track and visualize all the pieces of your machine learning pipeline. 跟踪与可视化你的机器学习全流程
https://github.com/swanhubx/swanlab

Keywords

data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization

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

🧐SwanLab: track and visualize all the pieces of your machine learning pipeline. 跟踪与可视化你的机器学习全流程

Host: GitHub
URL: https://github.com/swanhubx/swanlab
Owner: SwanHubX
License: apache-2.0
Created: 2023-11-24T08:54:45.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-04-13T06:29:44.000Z (about 1 year ago)
Last Synced: 2024-04-14T02:55:18.111Z (about 1 year ago)
Topics: data-science, deep-learning, fastapi, jax, machine-learning, mlops, model-versioning, python, pytorch, tensorboard, tensorflow, tracking, transformers, visualization
Language: Python
Homepage: https://geektechstudio.feishu.cn/wiki/NIZ9wp5LRiSqQykizbGcVzUKnic
Size: 20 MB
Stars: 182
Watchers: 2
Forks: 25
Open Issues: 37
Releases: 0
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md

Owner metadata

Name: SwanHub
Login: SwanHubX
Email:
Kind: organization
Description:
Website: swanhub.co
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/127833125?v=4
Repositories: 1
Last ynced at: 2023-07-11T15:32:49.732Z
Profile URL: https://github.com/SwanHubX

GitHub Events

Total

Create event: 94
Release event: 5
Issues event: 153
Watch event: 103
Delete event: 86
Issue comment event: 113
Public event: 1
Push event: 504
Pull request review comment event: 24
Pull request event: 153
Pull request review event: 107
Fork event: 8

Last Year

Create event: 94
Delete event: 86
Fork event: 8
Issue comment event: 113
Issues event: 153
Public event: 1
Pull request event: 153
Pull request review comment event: 24
Pull request review event: 107
Push event: 504
Release event: 5
Watch event: 103

Name	Email	Commits
KAAANG	c**g@g**m	37
KAAANG	7****T	37
Zirui Cai	7****n	33
Ze-Yi LIN	5****2	26
Zirui Cai	1**5@q**m	15
Ink	5****Y	5
ZeYi Lin	9**7@q**m	3
clairdelune	j**e@g**m	1
indevn	i**n@o**m	1
Bote Huang	1****e	1
Zachary_Yang	1****d	1

Issue and Pull Request metadata

Last synced: 11 months ago

Total issues: 309
Total pull requests: 336
Average time to close issues: 8 days
Average time to close pull requests: about 21 hours
Total issue authors: 20
Total pull request authors: 11
Average comments per issue: 0.82
Average comments per pull request: 0.33
Merged pull request: 310
Bot issues: 0
Bot pull requests: 0

Past year issues: 309
Past year pull requests: 336
Past year average time to close issues: 8 days
Past year average time to close pull requests: about 21 hours
Past year issue authors: 20
Past year pull request authors: 11
Past year average comments per issue: 0.82
Past year average comments per pull request: 0.33
Past year merged pull request: 310
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/swanhubx/swanlab

Top Issue Authors

xiaolin199912 (101)
SAKURA-CAT (66)
Zeyi-Lin (54)
Feudalman (36)
KashiwaByte (14)
swpfY (7)
ShaohonChen (5)
defineHong (4)
little1d (4)
clairdelunejs (3)
Nexisato (3)
NoFish-528 (2)
LinghaoChan (2)
bwcd-123 (2)
OliverZhai1515 (1)

Top Pull Request Authors

SAKURA-CAT (127)
Feudalman (96)
xiaolin199912 (58)
Zeyi-Lin (29)
swpfY (8)
KashiwaByte (8)
little1d (4)
Nexisato (3)
ShaohonChen (1)
indevn (1)
clairdelunejs (1)

Top Issue Labels

enhancement (129)
bug (69)
💪 enhancement (44)
🐛 bug (27)
help wanted (18)
🏠 advice (15)
UI/UX Enhancement (13)
prepare for the future (11)
good attempt (6)
advice (6)
🙋 help wanted (5)
🌍 prepare for the future (4)
invalid (3)
duplicate (2)
question (2)
📚 documentation (2)
wontfix (2)
documentation (1)
🐛bug (1)

Top Pull Request Labels

enhancement (125)
bug (97)
💪 enhancement (30)
🐛 bug (30)
UI/UX Enhancement (29)
good attempt (19)
documentation (18)
duplicate (9)
📚 documentation (6)
🐛bug (4)
🌍 prepare for the future (4)
invalid (1)
wontfix (1)
🙋 help wanted (1)

Package metadata

Total packages: 3
Total downloads:
- pypi: 894 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 24
Total maintainers: 2

pypi.org: swanlab

Python library for streamlined tracking and management of AI training processes.

Homepage: https://swanhub.co
Documentation: https://geektechstudio.feishu.cn/wiki/space/7310593325374013444?ccm_open_type=lark_wiki_spaceLink&open_tab_from=wiki_home
Licenses: Apache Software License
Latest release: 0.3.2 (published 12 months ago)
Last Synced: 2024-05-31T13:31:56.044Z (11 months ago)
Versions: 21
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 777 Last month
Rankings:
- Dependent packages count: 7.177%
- Average: 20.827%
- Dependent repos count: 34.477%
Maintainers (1)
- ZeYiLin

pypi.org: test-sw-12241

Python library for streamlined tracking and management of AI training processes.

Homepage: https://swabhub.co
Documentation: https://test-sw-12241.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.0.1 (published over 1 year ago)
Last Synced: 2024-05-14T18:02:16.158Z (12 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 17 Last month
Rankings:
- Dependent packages count: 10.115%
- Average: 38.43%
- Dependent repos count: 66.745%
Maintainers (1)
- Cuny

pypi.org: swanboard

Dashboard for SwanLab.

Homepage: https://swanhub.co
Documentation: https://geektechstudio.feishu.cn/wiki/space/7310593325374013444?ccm_open_type=lark_wiki_spaceLink&open_tab_from=wiki_home
Licenses: Apache Software License
Latest release:
Last Synced: 2024-06-11T17:06:19.045Z (11 months ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 100 Last month
Rankings:

Dependencies

.github/workflows/publish-to-pypi.yml actions

actions/checkout v4 composite
actions/setup-node v4 composite
actions/setup-python v5 composite

package.json npm

@vitejs/plugin-vue ^4.5.0 development
autoprefixer ^10.4.16 development
eslint ^8.36.0 development
eslint-config-prettier ^8.7.0 development
eslint-plugin-prettier ^4.2.1 development
eslint-plugin-vue ^9.9.0 development
mockjs ^1.1.0 development
postcss ^8.4.31 development
prettier ^2.8.5 development
tailwindcss ^3.3.5 development
unplugin-auto-import ^0.15.2 development
unplugin-vue-components ^0.24.1 development
vite ^5.0.0 development
@antv/g2plot ^2.4.31
@headlessui/vue ^1.7.16
axios ^1.6.2
moment ^2.29.4
pinia ^2.1.7
sass ^1.69.5
terser ^5.26.0
vue ^3.3.8
vue-i18n ^9.8.0
vue-router ^4.2.5
vue-tippy ^6.3.1

swanlab/package.json npm

pyproject.toml pypi

requirements-swan.txt pypi

requirements.txt pypi

click *
fastapi *
portalocker *
psutil *
ujson *
uvicorn >=0.14.0

Score: 14.584907415589802

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