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GitHub / m3dev / gokart
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m3dev%2Fgokart
Stars: 299
Forks: 56
Open Issues: 20
License: mit
Language: Python
Repo Size: 1.07 MB
Dependencies:
108
Created: over 5 years ago
Updated: 1 day ago
Last pushed: 2 days ago
Last synced: 1 day ago
Commit Stats
Commits: 378
Authors: 38
Mean commits per author: 9.95
Development Distribution Score: 0.772
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/m3dev/gokart
Topics: gokart, luigi, machine-learning, mlops, pipeline-framework
Files
Dependencies
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- APScheduler *
- boto3 *
- google-api-python-client *
- google-auth *
- luigi *
- matplotlib *
- numpy *
- pandas *
- pyarrow *
- python >=3.8,<3.11
- redis *
- slack-sdk ^3
- tqdm *
- uritemplate *
- cffi 1.15.1 develop
- chardet 5.1.0 develop
- coverage 7.0.4 develop
- cryptography 39.0.0 develop
- distlib 0.3.6 develop
- fakeredis 2.2.0 develop
- filelock 3.9.0 develop
- flake8 5.0.4 develop
- isort 5.11.4 develop
- jinja2 3.1.2 develop
- lupa 1.14.1 develop
- markupsafe 2.1.1 develop
- mccabe 0.7.0 develop
- moto 4.0.13 develop
- platformdirs 2.6.2 develop
- pluggy 1.0.0 develop
- pycodestyle 2.9.1 develop
- pycparser 2.21 develop
- pyflakes 2.5.0 develop
- pyproject-api 1.4.0 develop
- pyproject-flake8 5.0.4 develop
- responses 0.22.0 develop
- sortedcontainers 2.4.0 develop
- testfixtures 7.0.4 develop
- toml 0.10.2 develop
- tox 4.2.6 develop
- types-toml 0.10.8.1 develop
- virtualenv 20.17.1 develop
- werkzeug 2.2.2 develop
- xmltodict 0.13.0 develop
- yapf 0.32.0 develop
- apscheduler 3.9.1.post1
- async-timeout 4.0.2
- backports-zoneinfo 0.2.1
- boto3 1.26.45
- botocore 1.29.45
- cachetools 5.2.0
- certifi 2022.12.7
- charset-normalizer 2.1.1
- colorama 0.4.6
- contourpy 1.0.6
- cycler 0.11.0
- docutils 0.19
- fonttools 4.38.0
- google-api-core 2.11.0
- google-api-python-client 2.71.0
- google-auth 2.15.0
- google-auth-httplib2 0.1.0
- googleapis-common-protos 1.57.1
- httplib2 0.21.0
- idna 3.4
- jmespath 1.0.1
- kiwisolver 1.4.4
- lockfile 0.12.2
- luigi 3.1.1
- matplotlib 3.6.2
- numpy 1.24.1
- packaging 22.0
- pandas 1.5.2
- pillow 9.4.0
- protobuf 4.21.12
- pyarrow 10.0.1
- pyasn1 0.4.8
- pyasn1-modules 0.2.8
- pyparsing 3.0.9
- python-daemon 2.3.2
- python-dateutil 2.8.2
- pytz 2022.7
- pytz-deprecation-shim 0.1.0.post0
- redis 4.4.0
- requests 2.28.1
- rsa 4.9
- s3transfer 0.6.0
- setuptools 65.6.3
- setuptools-scm 7.1.0
- six 1.16.0
- slack-sdk 3.19.5
- tenacity 8.1.0
- tomli 2.0.1
- tornado 6.2
- tqdm 4.64.1
- typing-extensions 4.4.0
- tzdata 2022.7
- tzlocal 4.2
- uritemplate 4.1.1
- urllib3 1.26.13