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GitHub / mlf-core / mlf-core

CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlf-core%2Fmlf-core

Stars: 46
Forks: 3
Open Issues: 31

License: apache-2.0
Language: Python
Repo Size: 24.9 MB
Dependencies: 252

Created: almost 4 years ago
Updated: about 1 month ago
Last pushed: about 1 year ago
Last synced: 12 days ago

Topics: artificialintelligence, deterministic, gpu, hacktoberfest, machinelearning, mlflow, reproducible, template

Files

Readme

Dependencies

mlf_core/create/templates/package/package_prediction/{{ cookiecutter.project_slug_no_hyphen }}/Dockerfile docker

python 3.8.1-alpine build

mlf_core/create/templates/common_all_files/{{cookiecutter.common_all}}/docs/requirements.txt pypi

Sphinx ==2.4.4
sphinx_rtd_theme ==0.5.0

mlf_core/create/templates/mlflow/mlflow_pytorch/{{ cookiecutter.project_slug }}/environment.yml pypi

cloudpickle ==1.6.0
pycuda ==2020.1
system-intelligence ==2.0.2

mlf_core/create/templates/mlflow/mlflow_tensorflow/{{ cookiecutter.project_slug }}/environment.yml pypi

pycuda ==2021.1
system-intelligence ==2.0.2
tensorflow ==2.7.0
tensorflow_datasets ==4.2.0

mlf_core/create/templates/mlflow/mlflow_xgboost/{{ cookiecutter.project_slug }}/environment.yml pypi

gputil ==1.4.0
pycuda ==2020.1
system-intelligence ==2.0.2
xgboost ==1.4.2

mlf_core/create/templates/package/package_prediction/{{ cookiecutter.project_slug_no_hyphen }}/requirements.txt pypi

click ==7.1.2
rich ==9.1.0

mlf_core/create/templates/package/package_prediction/{{ cookiecutter.project_slug_no_hyphen }}/requirements_dev.txt pypi

Sphinx ==3.2.1
coverage ==5.3
flake8 ==3.8.4
pip ==20.2.4
sphinx-automodapi ==0.13
tox ==3.20.1
twine ==3.2.0
watchdog ==0.10.3
wheel ==0.35.1

docs/requirements.txt pypi

pyproject.toml pypi

Pygments ^2.10.0 develop
black ^20.8b1 develop
coverage ^6.1 develop
darglint ^1.8.1 develop
flake8 ^4.0.1 develop
flake8-bandit ^2.1.2 develop
flake8-bugbear ^21.9.2 develop
flake8-docstrings ^1.5.0 develop
flake8-rst-docstrings ^0.2.3 develop
mypy ^0.910 develop
pep8-naming ^0.12.1 develop
pre-commit ^2.15.0 develop
pre-commit-hooks ^4.0.1 develop
pytest ^6.2.5 develop
safety ^1.9.0 develop
sphinx ^4.3.0 develop
sphinx-autobuild ^2021.3.14 develop
sphinx-click ^3.0.2 develop
sphinx-rtd-theme ^1.0.0 develop
typeguard ^2.13.0 develop
types-attrs ^19.1.0 develop
types-pkg-resources ^0.1.3 develop
types-requests ^2.25.12 develop
xdoctest ^0.15.10 develop
GitPython ^3.1.15
Jinja2 >=2.11.3,<4.0.0
PyGithub ^1.54.1
PyNaCl ^1.4.0
PyYAML >=5.4.1,<7.0.0
appdirs ^1.4.4
autopep8 ^1.5.6
cffi ^1.14.5
click >=7.1.2,<9.0.0
cookiecutter ^1.7.2
cryptography >=3.4.7,<36.0.0
mlflow ^1.15.0
packaging >=20.9,<22.0
python >=3.6.1,<3.10
questionary ^1.9.0
requests ^2.25.1
rich ^10.1.0
ruamel.yaml ^0.17.4

.github/workflows/build_package.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite

.github/workflows/create_mlflow_pytorch.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite
docker/build-push-action v1 composite

.github/workflows/create_package_prediction.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite

.github/workflows/create_tensorflow.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite
docker/build-push-action v1 composite

.github/workflows/create_xgboost.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite
docker/build-push-action v1 composite

.github/workflows/labeler.yml actions

actions/checkout v2.3.3 composite
crazy-max/ghaction-github-labeler v3.1.1 composite

.github/workflows/main_master_branch_protection.yml actions

actions/setup-python v2.3.0 composite
mshick/add-pr-comment v1 composite

.github/workflows/publish_docs.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite
peaceiris/actions-gh-pages v3.8.0 composite

.github/workflows/publish_package.yml actions

actions/checkout v2.3.4 composite
actions/setup-python v2.3.0 composite
pypa/gh-action-pypi-publish v1.4.2 composite

.github/workflows/release-drafter.yml actions

release-drafter/release-drafter v5 composite

.github/workflows/run_cookietemple_lint.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite

.github/workflows/run_tests.yml actions

actions/cache v2.1.6 composite
actions/checkout v2.3.4 composite
actions/download-artifact v2.0.10 composite
actions/setup-python v2.3.0 composite
actions/upload-artifact v2.2.4 composite
codecov/codecov-action v2.1.0 composite

.github/workflows/sync_project.yml actions

actions/checkout v2 composite
actions/setup-python v2.3.0 composite
oleksiyrudenko/gha-git-credentials v2.1 composite

Dockerfile docker

python 3.8.1-alpine build

mlf_core/create/templates/mlflow/mlflow_pytorch/{{ cookiecutter.project_slug }}/Dockerfile docker

mlfcore/base 1.2.0 build

mlf_core/create/templates/mlflow/mlflow_tensorflow/{{ cookiecutter.project_slug }}/Dockerfile docker

mlfcore/base 1.2.0 build

mlf_core/create/templates/mlflow/mlflow_xgboost/{{ cookiecutter.project_slug }}/Dockerfile docker

mlfcore/base 1.2.0 build

poetry.lock pypi

140 dependencies