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Author:
Anastasios Papadopoulos, Apostolos Giannoulidis, DataLab AUTh
Summary:
PdMLabs is an open-source Python automated machine learning benchmarking platform designed to navigate industrial time-series data.
Latest version:
0.1.0
Required dependencies:
arch
|
auto-mix-prep
|
celery
|
hurst
|
joblib
|
locket
|
matplotlib
|
mlflow
|
mypy-extensions
|
numpy
|
pandas
|
patsy
|
scikit-learn
|
scikit-survival
|
scipy
|
six
|
statsmodels
|
tqdm
|
tsfresh
|
tslearn
|
xgboost
Optional dependencies:
build
|
codecarbon
|
cython
|
gpy
|
gpyopt
|
hyperopt
|
nvidia-ml-py
|
optuna
|
psutil
|
pyarrow
|
smac
|
sphinx
|
sphinx-book-theme
|
sphinx-copybutton
|
sphinx-design
|
twine
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