tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

8,556 +1

138,620 +319

78,914 +137

GitHub
keras by keras-team

Deep Learning for humans

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

Python

2,078 +0

45,829 +128

17,375 +44

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++

1,385 +6

34,365 +247

8,571 +62

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,584 +4

31,534 +152

5,997 +37

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

1,442 +10

30,331 +153

8,342 +59

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,226 -2

29,567 +40

17,852 +28

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

1,236 +0

27,100 +76

5,402 +21

GitHub
spark by apache

Apache Spark

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

Scala

2,133 -2

24,487 +81

20,705 +58

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

986 -2

22,507 +58

4,961 +6

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,287 +3

21,096 +77

5,358 +24

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

1,408 -2

19,674 +29

6,221 +11

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

962 -1

19,055 +70

5,303 +26

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.

Python

1,172 -2

18,124 +35

6,448 +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++

986 -1

17,880 +45

7,194 +17

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

1,534 +1

17,727 +36

5,442 +9

GitHub
fastai by fastai

The fastai deep learning library, plus lessons and tutorials

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

Jupyter Notebook

630 +3

16,586 +65

5,867 +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++

1,376 +0

16,583 +15

4,397 -1

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

857 +4

15,659 +99

9,862 +106

GitHub
spaCy by explosion

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

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

Python

557 -1

15,261 +48

2,677 +14

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

742 -3

13,952 +35

2,632 +11

GitHub