tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

8,603 +9

125,918 +526

73,931 +209

GitHub
keras by keras-team

Deep Learning for humans

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

Python

2,005 +2

40,344 +247

15,330 +94

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,244 +3

27,851 +56

16,778 +46

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++

1,231 +12

27,106 +253

6,444 +73

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,493 +4

26,202 +138

5,035 +29

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

1,162 -1

24,024 +114

4,497 +38

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

1,237 -1

23,094 +213

6,053 +71

GitHub
spark by apache

Apache Spark

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

Scala

2,134 +4

21,450 +85

18,651 +65

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

956 +3

20,019 +97

4,226 +31

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,240 +0

18,154 +89

4,770 +16

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

1,359 -3

17,697 +62

5,625 +15

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++

1,176 +0

16,718 +41

5,955 +12

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

936 +3

16,420 +131

4,358 +36

GitHub
CNTK by Microsoft

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

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

C++

1,385 -1

16,036 +30

4,249 +5

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++

960 +4

15,628 +159

6,556 +24

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

1,429 +4

15,390 +53

4,655 +18

GitHub
spaCy by explosion

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

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

Python

532 +4

13,029 +116

2,211 +22

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

797 +9

12,718 +86

7,346 +80

GitHub
predictionio by apache

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

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

Scala

806 +0

11,749 +12

1,905 +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 data mining to deep learning.

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

Python

656 +2

11,322 +30

1,952 +13

GitHub