tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

8,079 +1

157,844 +171

85,225 +60

GitHub
keras by keras-team

Deep Learning for humans

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

Python

2,031 +0

52,022 +50

18,763 +12

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++

1,592 +1

49,837 +151

13,495 +46

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,686 -4

41,200 +108

7,429 +16

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

1,606 +0

40,915 +74

11,426 +18

GitHub
superset by apache

Apache Superset is a Data Visualization and Data Exploration Platform

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

Python

1,426 -4

39,709 +117

7,668 +23

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,193 +0

31,825 +24

18,856 +7

GitHub
spark by apache

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

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

Scala

2,101 -2

30,464 +41

24,262 +22

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,303 -2

26,723 +40

6,300 +10

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

1,005 -9

24,810 +88

7,113 +15

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

987 -1

24,536 +17

5,344 +4

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

1,431 +0

23,410 +28

7,350 +11

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++

901 -1

21,529 +64

6,480 +14

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

1,628 +1

21,381 +17

6,682 +15

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++

950 -1

21,372 +34

8,090 +11

GitHub
fastai by fastai

The fastai deep learning library

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

Jupyter Notebook

631 -1

21,205 +41

7,072 +9

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

914 +0

21,152 +35

17,788 +70

GitHub
spaCy by explosion

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

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

Python

576 -1

20,998 +53

3,532 +11

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

970 +0

20,085 +9

3,898 +10

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++

1,121 +0

19,585 +12

6,860 +1

GitHub