alphalens by quantopian

Performance analysis of predictive (alpha) stock factors

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

166 +0

3,097 +8

1,107 +3

xlearn by aksnzhy

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

created at June 10, 2017, 8:09 a.m.

110 +0

3,077 +1

519 +0

arctic by manahl

High performance datastore for time series and tick data

created at May 29, 2015, 1:37 p.m.

173 +0

3,037 +5

584 +1

pandera by unionai-oss

A light-weight, flexible, and expressive statistical data testing library

created at Nov. 1, 2018, 2:18 a.m.

20 +0

3,012 +6

273 +2

shogun by shogun-toolbox

Shōgun

created at April 1, 2011, 10:44 a.m.

217 +0

3,006 +1

1,036 +0

botorch by pytorch

Bayesian optimization in PyTorch

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

53 +0

2,958 +5

371 +2

stellargraph by stellargraph

StellarGraph - Machine Learning on Graphs

created at April 13, 2018, 7:35 a.m.

63 +0

2,894 +2

424 +0

sweetviz by fbdesignpro

Visualize and compare datasets, target values and associations, with one line of code.

created at May 9, 2020, 3:25 p.m.

52 +0

2,841 +4

268 +0

tslearn by tslearn-team

The machine learning toolkit for time series analysis in Python

created at May 4, 2017, 1:08 p.m.

61 +1

2,786 +5

330 +0

sklearn-pandas by scikit-learn-contrib

Pandas integration with sklearn

created at April 22, 2013, 10:55 p.m.

94 +0

2,784 +1

414 -1

DMTK by Microsoft

Microsoft Distributed Machine Learning Toolkit

created at Nov. 8, 2015, 3:32 a.m.

310 +0

2,745 +0

560 -1

agents by tensorflow

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

created at Nov. 17, 2018, 12:29 a.m.

78 +0

2,734 +3

721 +0

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.

67 +0

2,728 -2

332 +0

scikit-optimize by scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

created at March 20, 2016, 9:10 p.m.

64 +0

2,726 +2

544 +0

ranking by tensorflow

Learning to Rank in TensorFlow

created at Dec. 3, 2018, 8:48 p.m.

96 +0

2,715 +1

473 +0

nnabla by sony

Neural Network Libraries

created at June 26, 2017, 1:07 a.m.

153 +0

2,694 +3

334 +0

essentia by MTG

C++ library for audio and music analysis, description and synthesis, including Python bindings

created at June 3, 2013, 2:53 p.m.

108 +0

2,694 +5

521 -2

holoviews by holoviz

With Holoviews, your data visualizes itself.

created at May 7, 2014, 4:59 p.m.

59 +0

2,625 +1

394 +0

pgmpy by pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

created at Sept. 20, 2013, 8:18 a.m.

75 -1

2,622 +4

689 -2

DI-engine by opendilab

OpenDILab Decision AI Engine

created at July 4, 2021, 7:11 a.m.

19 +1

2,581 +26

332 +2