machinelearning by dotnet

ML.NET is an open source and cross-platform machine learning framework for .NET.

created at May 3, 2018, 4:20 p.m.

579 +2

8,858 +13

1,848 +1

fastai by fastai

The fastai deep learning library

created at Sept. 9, 2017, 5:43 p.m.

609 +0

25,667 +25

7,516 +3

nupic-legacy by numenta

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

created at April 5, 2013, 11:14 p.m.

624 -1

6,329 -1

1,562 +0

kaldi by kaldi-asr

kaldi-asr/kaldi is the official location of the Kaldi project.

created at April 20, 2015, 5:23 p.m.

699 +0

13,773 +31

5,271 +2

predictionio by apache

PredictionIO, a machine learning server for developers and ML engineers.

created at Jan. 25, 2013, 7:42 p.m.

755 -1

12,548 +0

1,935 -1

deeplearning4j by deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

created at Nov. 27, 2013, 2:03 a.m.

768 +0

13,446 +10

3,825 +2

darknet by pjreddie

Convolutional Neural Networks

created at April 11, 2014, 7:59 a.m.

910 -2

25,334 +13

21,311 +4

xgboost by dmlc

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

created at Feb. 6, 2014, 5:28 p.m.

911 -1

25,617 +21

8,666 +1

openpose by CMU-Perceptual-Computing-Lab

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

created at April 24, 2017, 2:06 p.m.

918 -1

29,971 +57

7,770 +4

ML-From-Scratch by eriklindernoren

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

created at Feb. 5, 2017, 12:11 p.m.

938 +0

23,218 +20

4,506 -2

homemade-machine-learning by trekhleb

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

created at Nov. 1, 2018, 4:34 a.m.

940 +0

22,567 +16

3,999 +2

Detectron by facebookresearch

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

created at Oct. 5, 2017, 5:32 p.m.

942 -1

26,150 +4

5,453 +1

hadoop by apache

Apache Hadoop

created at Aug. 28, 2014, 7 a.m.

995 +0

14,369 +25

8,720 +0

zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

created at Oct. 19, 2012, 3:50 p.m.

1,005 +0

17,103 +18

4,642 -1

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

created at April 27, 2016, 2:59 p.m.

1,062 -1

33,939 +27

8,557 +4

mxnet by apache

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

created at April 30, 2015, 4:21 p.m.

1,069 +0

20,713 -1

6,812 -2

handson-ml by ageron

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

created at Feb. 16, 2016, 7:48 p.m.

1,087 +0

25,093 +0

12,929 +4

transformers by huggingface

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

created at Oct. 29, 2018, 1:56 p.m.

1,094 +1

125,856 +423

24,937 +74

neural-networks-and-deep-learning by mnielsen

Code samples for my book "Neural Networks and Deep Learning"

created at Nov. 13, 2012, 1:38 p.m.

1,100 +0

15,503 +26

6,449 +4

CNTK by Microsoft

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

created at Nov. 26, 2015, 9:52 a.m.

1,253 -1

17,473 +7

4,299 -1