shap by shap

A game theoretic approach to explain the output of any machine learning model.

created at Nov. 22, 2016, 7:17 p.m.

Jupyter Notebook

241 -1

21,579 +36

3,164 +8

GitHub
dopamine by google

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

created at July 26, 2018, 9:58 a.m.

Jupyter Notebook

429 +0

10,367 +2

1,363 +0

GitHub
LAVIS by salesforce

LAVIS - A One-stop Library for Language-Vision Intelligence

created at Aug. 24, 2022, 2:36 a.m.

Jupyter Notebook

93 +0

8,693 +49

861 +5

GitHub
pycaret by pycaret

An open-source, low-code machine learning library in Python

created at Nov. 23, 2019, 6:40 p.m.

Jupyter Notebook

131 +0

8,394 +19

1,714 +2

GitHub
tsfresh by blue-yonder

Automatic extraction of relevant features from time series:

created at Oct. 26, 2016, 11:29 a.m.

Jupyter Notebook

168 +0

8,074 +7

1,195 +1

GitHub
skorch by skorch-dev

A scikit-learn compatible neural network library that wraps PyTorch

created at July 18, 2017, 12:13 a.m.

Jupyter Notebook

80 +0

5,619 +10

376 +1

GitHub
evidently by evidentlyai

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

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

Jupyter Notebook

45 +0

4,626 +23

522 +2

GitHub
lucid by tensorflow

A collection of infrastructure and tools for research in neural network interpretability.

created at Jan. 25, 2018, 5:41 p.m.

Jupyter Notebook

158 +0

4,612 +0

650 +0

GitHub
alphalens by quantopian

Performance analysis of predictive (alpha) stock factors

created at June 3, 2016, 9:49 p.m.

Jupyter Notebook

166 +0

3,078 +11

1,102 +6

GitHub
botorch by pytorch

Bayesian optimization in PyTorch

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

Jupyter Notebook

54 +0

2,948 +10

367 -1

GitHub
eli5 by TeamHG-Memex

A library for debugging/inspecting machine learning classifiers and explaining their predictions

created at Sept. 15, 2016, 1:04 a.m.

Jupyter Notebook

67 +0

2,725 -1

332 +0

GitHub
gluon-api by gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

created at Oct. 6, 2017, 7:08 p.m.

Jupyter Notebook

150 +0

2,302 -1

218 +0

GitHub
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.

Jupyter Notebook

51 +0

1,779 +0

360 +2

GitHub
hyperlearn by unslothai

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

created at Aug. 27, 2018, 4 p.m.

Jupyter Notebook

87 +0

1,564 +11

117 +0

GitHub
hamilton by DAGWorks-Inc

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

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

Jupyter Notebook

12 +0

1,310 +6

80 +0

GitHub
ydata-synthetic by ydataai

Synthetic data generators for tabular and time-series data

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

Jupyter Notebook

30 +0

1,284 +6

218 +0

GitHub
pysal by pysal

PySAL: Python Spatial Analysis Library Meta-Package

created at Feb. 19, 2013, 5:27 p.m.

Jupyter Notebook

80 +0

1,274 +1

301 +0

GitHub
PDPbox by SauceCat

python partial dependence plot toolbox

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

Jupyter Notebook

18 +0

819 +2

129 +0

GitHub
tffm by geffy

TensorFlow implementation of an arbitrary order Factorization Machine

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

Jupyter Notebook

33 +0

783 +0

175 -1

GitHub
anchor by marcotcr

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

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

Jupyter Notebook

27 +0

783 +2

115 +0

GitHub