sk-transformers by chrislemke

A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠

created at Sept. 18, 2022, 1:52 p.m.

3 +0

8 +0

0 +0

sklearn-random-bits-forest by tmadl

Scikit-learn compatible wrapper of the Random Bits Forest program written by (Wang et al., 2016)

created at July 31, 2016, 3:17 p.m.

3 +0

9 +0

2 +0

tensorlight by bsautermeister

TensorLight - A high-level framework for TensorFlow

created at Oct. 19, 2016, 2:35 p.m.

3 +0

11 +0

5 +0

dirty_cat by dirty-cat

Machine learning on dirty tabular data (legacy clone of skrub)

created at March 12, 2018, 11:32 p.m.

0 +0

16 +0

4 +0

pyMorfologik by dmirecki

None

created at June 26, 2015, 6:40 p.m.

1 +0

18 +0

2 +0

xpandas by alan-turing-institute

Universal 1d/2d data containers with Transformers functionality for data analysis.

created at Aug. 22, 2017, 3:52 p.m.

9 +0

26 +0

4 +0

skl-groups by dougalsutherland

scikit-learn addon to operate on set/"group"-based features

created at June 10, 2014, 10:36 p.m.

6 +0

41 +0

7 +0

Auralisation by keunwoochoi

Auralisation of learned features in CNN (for audio)

created at Dec. 4, 2015, 3 p.m.

5 +0

42 +0

10 +0

ContrastiveExplanation by MarcelRobeer

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

created at July 9, 2018, 1:44 p.m.

4 +0

45 +0

5 +0

catalyst-rl by catalyst-team

None

created at March 17, 2020, 9:29 a.m.

5 +0

46 +0

7 +0

few by lacava

a feature engineering wrapper for sklearn

created at Aug. 10, 2016, 7:42 p.m.

9 +0

51 +0

22 +0

prodmodel by prodmodel

Build, test, deploy, iterate - Dev and prod tool for data science pipelines

created at March 17, 2019, 8:51 p.m.

3 +0

59 +0

4 +0

sigopt-sklearn by sigopt

SigOpt wrappers for scikit-learn methods

created at April 15, 2016, 8:58 p.m.

12 +0

75 +0

11 +0

GreatX by EdisonLeeeee

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

created at Nov. 15, 2021, 1:06 a.m.

9 +0

83 +0

12 +1

weightedcalcs by jsvine

Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.

created at Dec. 23, 2016, 5:09 a.m.

7 +0

105 +0

7 +0

NitroFE by NITRO-AI

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

created at Aug. 26, 2021, 11:09 a.m.

4 +0

106 +0

7 +0

stacked_generalization by fukatani

Library for machine learning stacking generalization.

created at May 10, 2016, 3:35 p.m.

11 +0

117 +0

25 +0

monkeys by hchasestevens

A strongly-typed genetic programming framework for Python

created at Jan. 18, 2017, 8:11 p.m.

5 +0

122 -1

14 +0

L2X by Jianbo-Lab

None

created at Feb. 21, 2018, 8:33 p.m.

12 +0

124 +0

36 +0

scikit-mdr by EpistasisLab

A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

created at June 7, 2016, 5:49 p.m.

13 +0

126 +0

26 +0