JOSS: https://github.com/danielenricocahall/elephas
Score: 14.703796799028789
Last synced: about 10 hours ago
JSON representation
Repository metadata:
Distributed Deep learning with Keras & Spark
- Host: GitHub
- URL: https://github.com/danielenricocahall/elephas
- Owner: danielenricocahall
- License: mit
- Fork: true (maxpumperla/elephas)
- Created: 2020-12-27T21:55:38.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2026-05-02T20:16:15.000Z (about 2 months ago)
- Last Synced: 2026-05-02T21:26:10.980Z (about 2 months ago)
- Language: Python
- Homepage:
- Size: 7.13 MB
- Stars: 22
- Watchers: 0
- Forks: 7
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
-
Funding:
- Github: danielenricocahall
Owner metadata:
- Name: Danny
- Login: danielenricocahall
- Email:
- Kind: user
- Description:
- Website: linkedin.com/in/daniel-enrico-cahall
- Location: Philadelphia, PA
- Twitter:
- Company: Disney Streaming Services
- Icon url: https://avatars.githubusercontent.com/u/33044223?u=8e2ad37444b115892f46013b34637f2bb97f983a&v=4
- Repositories: 4
- Last Synced at: 2023-03-02T13:50:39.545Z
- Profile URL: https://github.com/danielenricocahall
GitHub Events
Total
- Create event: 11
- Fork event: 2
- Issue comment event: 2
- Issues event: 4
- Pull request event: 14
- Pull request review comment event: 1
- Push event: 78
- Release event: 4
- Watch event: 3
- Total: 119
Last Year
- Create event: 11
- Fork event: 2
- Issue comment event: 2
- Issues event: 4
- Pull request event: 14
- Pull request review comment event: 1
- Push event: 78
- Release event: 4
- Watch event: 3
- Total: 119
Committers metadata
Last synced: 8 months ago
Total Commits: 730
Total Committers: 28
Avg Commits per committer: 26.071
Development Distribution Score (DDS): 0.486
Commits in past year: 95
Committers in past year: 2
Avg Commits per committer in past year: 47.5
Development Distribution Score (DDS) in past year: 0.021
| Name | Commits | |
|---|---|---|
| danielenricocahall | d****l@g****m | 375 |
| Max Pumperla | m****a@g****m | 256 |
| Yoseph Zuskin | z****h@g****m | 37 |
| Oscar Pan | o****n@a****m | 21 |
| Samangooei | s****o@a****m | 5 |
| Ana Maria Martinez Fernandez | a****f@g****m | 4 |
| dependabot[bot] | 4****] | 4 |
| JONATHAN-DS\Jonathan | j****n@o****m | 2 |
| Jose Alvarez | j****z@i****m | 2 |
| Ivan Montero | i****o@g****m | 2 |
| Liang-Chi Hsieh | v****a@g****m | 2 |
| Sebasteuo | s****4@e****r | 2 |
| jordan vega | j****0@g****m | 2 |
| Kevin Mader | k****r | 2 |
| A-Fayez92 | 6****2 | 1 |
| Alberto Fumagalli | a****4@g****m | 1 |
| Andrea Bergonzo | a****n | 1 |
| Gaurav Yeole | g****e@g****m | 1 |
| Icyblade Dai | i****e | 1 |
| Leo Gallucci | e****3@g****m | 1 |
| Sina Samangooei | s****x@g****m | 1 |
| Willem Meints | w****m@m****l | 1 |
| Mostafa | m****r@m****m | 1 |
| 10056727 | t****r@b****m | 1 |
| Yuan Yifan | y****n@l****m | 1 |
| n4nagappan | n****n@g****m | 1 |
| spencerimp | s****z@g****m | 1 |
| stevekludt@gmail.com | a****r@g****m | 1 |
Issue and Pull Request metadata
Last synced: 9 months ago
Total issues: 19
Total pull requests: 44
Average time to close issues: 10 months
Average time to close pull requests: 18 days
Total issue authors: 10
Total pull request authors: 3
Average comments per issue: 2.47
Average comments per pull request: 0.05
Merged pull request: 32
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 18
Past year average time to close issues: N/A
Past year average time to close pull requests: about 7 hours
Past year issue authors: 0
Past year pull request authors: 2
Past year average comments per issue: 0
Past year average comments per pull request: 0.06
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- danielenricocahall (9)
- nmoran (2)
- skythomp16 (1)
- dvchoo (1)
- blankdots (1)
- GeoffDuniam (1)
- raditya1117 (1)
- Mett92 (1)
- yvsandeep (1)
- Yoseph-Zuskin (1)
Top Pull Request Authors
- danielenricocahall (41)
- Yoseph-Zuskin (2)
- Sebasteuo (1)
Top Issue Labels
- bug (8)
- enhancement (2)
- documentation (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 2,656 last-month
- Total docker downloads: 216
- Total dependent packages: 0
- Total dependent repositories: 18
- Total versions: 50
- Total maintainers: 2
pypi.org: elephas
Distributed deep learning on Spark with Keras
- Homepage: https://danielenricocahall.github.io/elephas/
- Documentation: https://elephas.readthedocs.io/
- Licenses: MIT
- Latest release: 7.2.0 (published 10 months ago)
- Last Synced: 2025-10-30T04:49:42.640Z (8 months ago)
- Versions: 50
- Dependent Packages: 0
- Dependent Repositories: 18
- Downloads: 2,656 Last month
- Docker Downloads: 216
-
Rankings:
- Downloads: 1.419%
- Docker downloads count: 2.819%
- Dependent repos count: 3.411%
- Average: 7.928%
- Dependent packages count: 10.095%
- Stargazers count: 14.504%
- Forks count: 15.32%
- Maintainers (2)
Dependencies
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- cython *
- flask *
- h5py ==3.3.0
- pyspark <3.4
- tensorflow >=2,
- absl-py 2.1.0
- aiohappyeyeballs 2.3.4
- aiohttp 3.10.0
- aiosignal 1.3.1
- astunparse 1.6.3
- async-timeout 4.0.3
- attrs 24.1.0
- blinker 1.8.2
- cachetools 5.4.0
- certifi 2024.7.4
- charset-normalizer 3.3.2
- click 8.1.7
- colorama 0.4.6
- coverage 7.6.0
- cython 0.29.37
- datasets 2.20.0
- dill 0.3.8
- exceptiongroup 1.2.2
- execnet 2.1.1
- filelock 3.15.4
- findspark 2.0.1
- flask 2.3.3
- flatbuffers 24.3.25
- frozenlist 1.4.1
- fsspec 2024.5.0
- gast 0.6.0
- google-auth 2.32.0
- google-auth-oauthlib 1.2.1
- google-pasta 0.2.0
- grpcio 1.65.2
- h5py 3.11.0
- huggingface-hub 0.24.5
- idna 3.7
- importlib-metadata 8.2.0
- iniconfig 2.0.0
- itsdangerous 2.2.0
- jinja2 3.1.4
- joblib 1.4.2
- keras 2.15.0
- libclang 18.1.1
- markdown 3.6
- markupsafe 2.1.5
- ml-dtypes 0.3.2
- mock 5.1.0
- multidict 6.0.5
- multiprocess 0.70.16
- numpy 1.23.5
- oauthlib 3.2.2
- opt-einsum 3.3.0
- packaging 24.1
- pandas 2.2.2
- pep8 1.7.1
- pluggy 1.5.0
- protobuf 4.25.4
- py4j 0.10.9.7
- pyarrow 17.0.0
- pyarrow-hotfix 0.6
- pyasn1 0.6.0
- pyasn1-modules 0.4.0
- pyspark 3.5.1
- pytest 8.3.2
- pytest-cache 1.0
- pytest-cov 5.0.0
- pytest-pep8 1.0.6
- pytest-spark 0.6.0
- python-dateutil 2.9.0.post0
- pytz 2024.1
- pyyaml 6.0.1
- regex 2024.7.24
- requests 2.32.3
- requests-oauthlib 2.0.0
- rsa 4.9
- safetensors 0.4.3
- scikit-learn 1.5.1
- scipy 1.13.1
- setuptools 72.1.0
- six 1.16.0
- tensorboard 2.15.2
- tensorboard-data-server 0.7.2
- tensorflow 2.15.1
- tensorflow-cpu-aws 2.15.1
- tensorflow-estimator 2.15.0
- tensorflow-intel 2.15.1
- tensorflow-io-gcs-filesystem 0.37.1
- termcolor 2.4.0
- threadpoolctl 3.5.0
- tokenizers 0.19.1
- tomli 2.0.1
- tqdm 4.66.4
- transformers 4.42.4
- typing-extensions 4.12.2
- tzdata 2024.1
- urllib3 2.2.2
- werkzeug 3.0.3
- wheel 0.43.0
- wrapt 1.14.1
- xxhash 3.4.1
- yarl 1.9.4
- zipp 3.19.2
- datasets ^2.20.0 develop
- mock ^5.1.0 develop
- pytest ^8.3.1 develop
- pytest-cov ^5.0.0 develop
- pytest-pep8 ^1.0.6 develop
- pytest-spark ^0.6.0 develop
- scikit-learn ^1.5.1 develop
- transformers ^4.42.4 develop
- Cython ^0.29.33
- Flask ^2.3.3
- h5py 3.11.0
- numpy 1.23.5
- pyspark <=3.5.1
- python >=3.9,<3.12
- tensorflow >2.2,<=2.15.1
- transformers <=4.42.4