tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

created at Nov. 7, 2015, 1:19 a.m.

C++

8,583 +3

129,426 +389

75,479 +171

GitHub
keras by keras-team

Deep Learning for humans

created at March 28, 2015, 12:35 a.m.

Python

2,036 +9

41,957 +211

15,999 +76

GitHub
pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

created at Aug. 13, 2016, 5:26 a.m.

C++

1,275 +15

28,987 +230

6,995 +70

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

created at Sept. 12, 2013, 6:39 p.m.

C++

2,245 +5

28,323 +57

17,097 +48

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

created at Aug. 12, 2014, 6:04 p.m.

C++

1,520 +2

27,661 +165

5,297 +33

GitHub
incubator-superset by apache

Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application

created at July 21, 2015, 6:55 p.m.

JavaScript

1,184 +8

24,799 +119

4,744 +41

GitHub
face_recognition by ageitgey

The world's simplest facial recognition api for Python and the command line

created at March 3, 2017, 9:52 p.m.

Python

1,296 +7

24,791 +168

6,609 +68

GitHub
spark by apache

Apache Spark

created at Feb. 25, 2014, 8 a.m.

Scala

2,138 -2

22,248 +91

19,233 +59

GitHub
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.

Python

964 +1

20,714 +90

4,432 +18

GitHub
jieba by fxsjy

结巴中文分词

created at Sept. 29, 2012, 7:52 a.m.

Python

1,252 +7

18,940 +80

4,930 +26

GitHub
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

created at Jan. 14, 2013, 3:46 p.m.

Jupyter Notebook

1,365 +0

18,159 +43

5,773 +22

GitHub
incubator-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.

C++

1,183 +7

17,133 +50

6,095 +18

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

934 +2

17,065 +85

4,589 +33

GitHub
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, Flink and DataFlow

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

C++

968 +0

16,275 +62

6,722 +15

GitHub
CNTK by Microsoft

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

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

C++

1,384 -4

16,204 +8

4,307 +8

GitHub
data-science-ipython-notebooks by donnemartin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

created at Jan. 23, 2015, 7:38 p.m.

Python

1,455 +4

15,768 +33

4,823 +14

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

813 +2

13,623 +96

7,963 +66

GitHub
spaCy by explosion

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

created at July 3, 2014, 3:15 p.m.

Python

539 -1

13,596 +69

2,329 +12

GitHub
predictionio by apache

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

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

Scala

805 +2

11,810 +9

1,917 +3

GitHub
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.

Python

664 -3

11,609 +29

2,077 +18

GitHub