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Sklearn Compatible Python Packages

Python packages with the GitHub topic sklearn-compatible. Sorted by relevance, with stars and monthly downloads.
ARM-software
arm-mango

Parallel Hyperparameter Tuning in Python

42K 417 47
dschmitz89
polyfit

Scikit learn compatible constrained and robust polynomial regression in Python

10K 11 6
11301858
xaisuite

XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.

5K 7 1
kmedian
onehot

One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels directly.

4K 1 0
tsitsimis
constrainedlr

Drop-in replacement of sklearn's Linear Regression with coefficients constraints

4K 7 0
heal-research
pyoperon

Python bindings and scikit-learn interface for the Operon library for symbolic regression.

3K 75 17
4Freye
panelsplit

A tool for performing cross-validation with panel data

3K 21 2
tcsvn
pyadlml

Sklearn flavored library containing numerous Activity of Daily Livings datasets, preprocessing methods, visualizations and models.

2K 12 11
34j
sklearn-utilities

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

795 3 1
34j
lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

756 6 0
34j
boost-loss

Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.

753 10 0
sig-ml
bleedml

Bleeding Edge machine learning algorithms

292 1 2
slipguru
palladio

ParALleL frAmework for moDel selectIOn

195 8 2
WardBrian
scikit-stan

No description available

184 26 0
xhan97
inne

A scikit-learn-compatible module for Isolation-based anomaly detection using nearest-neighbor ensembles

169 12 6
ulf1
pipelinetweak

additional wrapper and classes for sklearn's pipeline API

141 0 0
kmedian
datefeatures

Feature engineering sklearn transformer for dates

116 0 0
kmedian
thermoencoder

Thermometer Encoding for ordinal variables

100 1 1
PFGimenez
ecf

Empirical Christoffel function for anomaly detection

90 0 0
kmedian
pctl-scale

Scale a variable into an open interval (0,1) whereas values within a given lower and upper percentile maintain a linear relation, and outlier saturate towards the interval limits.

52 0 0
dmeoli
optiml

Optimizers for/and sklearn compatible Machine Learning models

44 10 4
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