tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

7,948 -2

162,083 +239

86,169 +70

GitHub
keras by keras-team

Deep Learning for humans

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

Python

1,988 +0

53,706 +70

18,959 -3

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++

1,605 +1

53,308 +122

14,664 +39

GitHub
superset by apache

Apache Superset is a Data Visualization and Data Exploration Platform

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

TypeScript

1,434 +6

43,820 +848

8,445 +50

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,679 -1

43,593 +114

7,744 +19

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

1,589 -1

42,832 +73

11,918 +19

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,160 +0

32,200 +12

18,929 +10

GitHub
spark by apache

Apache Spark - A unified analytics engine for large-scale data processing

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

Scala

2,087 +0

31,833 +54

25,043 +25

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,294 -1

27,723 +43

6,462 +5

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

989 +0

26,194 +51

7,517 +13

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

976 -1

24,925 +16

5,416 +3

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

1,415 -1

24,002 +26

7,512 +2

GitHub
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.

C++

905 -3

23,100 +54

6,870 +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

1,635 +1

22,314 +76

6,925 +6

GitHub
spaCy by explosion

💫 Industrial-strength Natural Language Processing (NLP) in Python

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

Python

566 +2

22,186 +71

3,683 +2

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, Dask, Flink and DataFlow

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

C++

941 +2

22,100 +34

8,277 +10

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

894 -1

22,048 +41

19,162 +40

GitHub
fastai by fastai

The fastai deep learning library

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

Jupyter Notebook

628 +1

21,826 +33

7,167 +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

963 +0

20,740 +21

4,081 +3

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++

1,099 -2

19,820 +7

6,881 +1

GitHub