bijay-odyssey/edaprep

Text columns are detected and dropped; add optional vectorisation about 1 hour ago

enhancement help wanted transformer

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Config.n_jobs is accepted but never used about 1 hour ago

help wanted good first issue performance

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Wire up Stage.FEATURE_ENGINEERING, currently a reserved no-op about 1 hour ago

enhancement help wanted planner

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Implement a Polars or Arrow backend about 1 hour ago

enhancement help wanted performance backend

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Export a fitted Plan as a scikit-learn ColumnTransformer about 1 hour ago

enhancement help wanted sklearn-interop

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Report test coverage in CI about 1 hour ago

help wanted good first issue docs

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Enforce `ruff format` instead of running it advisory-only about 1 hour ago

good first issue docs

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Add KNN and iterative imputation behind the [advanced] extra about 1 hour ago

help wanted good first issue transformer

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Add IsolationForest as an optional outlier detector about 1 hour ago

help wanted good first issue transformer

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

Implement binary (base-N) categorical encoding about 1 hour ago

help wanted good first issue transformer

bijay-odyssey/edaprep

0

Transparent, leakage-safe EDA and ML preprocessing for pandas, with an explainable planner that shows its reasoning.

Python

#data-cleaning#data-quality#data-science#eda#exploratory-data-analysis#feature-engineering#machine-learning#pandas#preprocessing#python

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