Ecosyste.ms: Packages
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conda-forge.org : mljar-supervised : 0.11.0
The mljar-supervised is an Automated Machine Learning Python package that works with tabular data. It is designed to save time for a data scientist. It abstracts the common way to preprocess the data, construct the machine learning models, and perform hyper-parameters tuning to find the best model trophy. It is no black-box as you can see exactly how the ML pipeline is constructed (with a detailed Markdown report for each ML model).
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purl: pkg:conda/[email protected]
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v0.11.0
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- catboost >=0.24.4
- category_encoders >=2.2.2
- dtreeviz >=1.3
- joblib >=1.0.1
- lightgbm >=3.0.0
- markdown
- matplotlib-base >=3.2.2
- numba 0.53.0
- numpy >=1.20.0
- optuna >=2.7.0
- pandas >=1.2.0
- plotly
- py-xgboost >=1.3.3
- python >=3.7
- scikit-learn >=0.24.2
- scikit-plot 0.3.7
- scipy >=1.6.1
- seaborn >=0.11.1
- shap >=0.36.0
- tabulate >=0.8.7
- wordcloud >=1.8.1
- xgboost >=1.3.3