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Author:
Miriam Horovicz, Roni Goldschmidt
Summary:
SimpML is an open-source, no/low-code machine learning library in Python that simplifies and automates machine learning workflows.
Latest version:
0.1
Required dependencies:
alembic
|
combo
|
dill
|
dtreeviz
|
fastai
|
feature-engine
|
imbalanced-learn
|
importlib-metadata
|
ipython
|
ipywidgets
|
joblib
|
lightgbm
|
matplotlib
|
methodtools
|
mlflow
|
numpy
|
opencv-python
|
openpyxl
|
optuna
|
packaging
|
pandas
|
patsy
|
plotly
|
pydataset
|
pyod
|
scikit-learn
|
seaborn
|
shap
|
statsmodels
|
termcolor
|
tsfresh
|
typing-extensions
|
xgboost
|
xlrd
Optional dependencies:
black
|
docutils
|
flake8
|
flake8-bugbear
|
flake8-builtins
|
flake8-comprehensions
|
flake8-docstrings
|
flake8-import-order
|
gitpython
|
isort
|
mypy
|
nbsphinx
|
pep8-naming
|
poethepoet
|
pydata-sphinx-theme
|
pytest
|
pytest-cov
|
pytest-dependency
|
sphinx
|
sphinx-autodoc-typehints
|
sphinx-rtd-size
|
sphinx-rtd-theme
|
sphinxcontrib-jquery
|
types-termcolor
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