PyCEbox by AustinRochford

⬛ Python Individual Conditional Expectation Plot Toolbox

created at Dec. 2, 2015, 3:49 p.m.

6 +0

165 +0

35 +0

hsmmlearn by jvkersch

A library for hidden semi-Markov models with explicit durations

created at Dec. 24, 2015, 3:38 p.m.

9 +0

80 +1

20 +0

InferPy by PGM-Lab

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

created at Oct. 17, 2017, 12:44 p.m.

10 +0

147 +0

14 +0

skift by shaypal5

scikit-learn wrappers for Python fastText.

created at Feb. 3, 2018, 11:37 a.m.

10 +0

234 +0

24 +1

themis-ml by cosmicBboy

A library that implements fairness-aware machine learning algorithms

created at Aug. 26, 2017, 8:15 p.m.

12 +0

124 +0

26 +0

recmetrics by statisticianinstilettos

A library of metrics for evaluating recommender systems

created at Oct. 15, 2018, 3:29 p.m.

15 +0

569 +1

99 +1

pycma by CMA-ES

Python implementation of CMA-ES

created at Sept. 22, 2016, 1:55 p.m.

16 +0

1,109 +2

179 +1

hamilton by DAGWorks-Inc

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

created at Feb. 23, 2023, 5:16 p.m.

17 +1

1,864 +9

124 +1

PDPbox by SauceCat

python partial dependence plot toolbox

created at June 26, 2017, 8:01 a.m.

18 +0

845 +0

129 +0

pdpipe by pdpipe

Easy pipelines for pandas DataFrames.

created at Jan. 24, 2017, 8:37 p.m.

18 +0

716 +0

45 +0

optunity by claesenm

optimization routines for hyperparameter tuning

created at May 28, 2014, 5:29 p.m.

24 +0

416 +0

78 -1

anchor by marcotcr

Code for "High-Precision Model-Agnostic Explanations" paper

created at Feb. 2, 2018, 11:38 p.m.

28 +0

798 +1

114 +0

sklearn-deap by rsteca

Use evolutionary algorithms instead of gridsearch in scikit-learn

created at Oct. 28, 2015, 10:52 p.m.

30 +0

771 +0

131 +0

ydata-synthetic by ydataai

Synthetic data generators for tabular and time-series data

created at May 4, 2020, 3:52 p.m.

32 +0

1,441 +2

235 +0

tffm by geffy

TensorFlow implementation of an arbitrary order Factorization Machine

created at May 2, 2016, 5:06 p.m.

33 +0

780 +0

176 +0

sklearn-bayes by AmazaspShumik

Python package for Bayesian Machine Learning with scikit-learn API

created at July 30, 2015, 3:15 a.m.

33 +0

514 +1

118 +0

pyLDAvis by bmabey

Python library for interactive topic model visualization. Port of the R LDAvis package.

created at April 9, 2015, 10:48 p.m.

47 +0

1,805 +0

363 +0

evidently by evidentlyai

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

created at Nov. 25, 2020, 3:20 p.m.

48 -1

5,400 +35

597 +2

rep by yandex

Machine Learning toolbox for Humans

created at April 13, 2015, 6:32 p.m.

50 +0

689 +0

144 +0

botorch by pytorch

Bayesian optimization in PyTorch

created at July 30, 2018, 11:59 p.m.

52 +0

3,104 +6

404 +2