dopamine by google

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

updated at Nov. 17, 2024, 4:46 a.m.

425 +0

10,569 +8

1,375 -2

tsfresh by blue-yonder

Automatic extraction of relevant features from time series:

updated at Nov. 17, 2024, 4:03 a.m.

171 +0

8,436 +7

1,214 +2

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.

updated at Nov. 17, 2024, 2:55 a.m.

17 +1

1,864 +9

124 +1

LAVIS by salesforce

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

updated at Nov. 17, 2024, 2:34 a.m.

99 +0

9,930 +31

973 +2

pycaret by pycaret

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

updated at Nov. 17, 2024, 1:09 a.m.

136 +1

8,955 +26

1,774 +3

shap by shap

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

updated at Nov. 16, 2024, 6:20 p.m.

245 +1

22,880 +52

3,290 +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.

updated at Nov. 16, 2024, 3 p.m.

48 -1

5,400 +35

597 +2

flax by google

Flax is a neural network library for JAX that is designed for flexibility.

updated at Nov. 16, 2024, 2:13 p.m.

86 +0

6,136 +27

646 +1

botorch by pytorch

Bayesian optimization in PyTorch

updated at Nov. 16, 2024, 12:15 p.m.

52 +0

3,104 +6

404 +2

skorch by skorch-dev

A scikit-learn compatible neural network library that wraps PyTorch

updated at Nov. 16, 2024, 1:52 a.m.

81 +0

5,882 +4

390 +0

alphalens by quantopian

Performance analysis of predictive (alpha) stock factors

updated at Nov. 15, 2024, 4:28 p.m.

169 +1

3,384 +23

1,153 +7

hsmmlearn by jvkersch

A library for hidden semi-Markov models with explicit durations

updated at Nov. 15, 2024, 8:46 a.m.

9 +0

80 +1

20 +0

pycma by CMA-ES

Python implementation of CMA-ES

updated at Nov. 15, 2024, 8:10 a.m.

16 +0

1,109 +2

179 +1

gluon-api by gluon-api

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

updated at Nov. 15, 2024, 2:30 a.m.

149 +0

2,299 -1

216 +0

hyperlearn by unslothai

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

updated at Nov. 14, 2024, 10:50 p.m.

91 +0

1,842 +5

130 +1

ydata-synthetic by ydataai

Synthetic data generators for tabular and time-series data

updated at Nov. 14, 2024, 6:05 p.m.

32 +0

1,441 +2

235 +0

anchor by marcotcr

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

updated at Nov. 14, 2024, 3:50 a.m.

28 +0

798 +1

114 +0

recmetrics by statisticianinstilettos

A library of metrics for evaluating recommender systems

updated at Nov. 14, 2024, 2:55 a.m.

15 +0

569 +1

99 +1

lucid by tensorflow

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

updated at Nov. 13, 2024, 10:14 a.m.

158 +0

4,673 +1

654 +0

sklearn-bayes by AmazaspShumik

Python package for Bayesian Machine Learning with scikit-learn API

updated at Nov. 12, 2024, 10:41 a.m.

33 +0

514 +1

118 +0