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Author:
Vanessa Beck
License:
MIT
Summary:
An advanced data processing pipeline for machine learning workflows
Latest version:
0.2.7
Required dependencies:
beautifulsoup4
|
boto3
|
cerberus
|
dask
|
joblib
|
mlflow
|
numpy
|
optuna
|
pandas
|
psutil
|
pyyaml
|
requests
|
schema
|
scikit-learn
|
sqlalchemy
|
tenacity
|
torch
|
tqdm
Optional dependencies:
docker
|
fastapi
|
gensim
|
great-expectations
|
imbalanced-learn
|
kedro
|
lightgbm
|
lime
|
matplotlib
|
mlflow
|
nltk
|
optuna
|
plotly
|
ray
|
scikit-learn
|
seaborn
|
shap
|
spacy
|
wandb
|
xgboost
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