tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

8,337 +1

148,762 +237

82,782 +60

GitHub
keras by keras-team

Deep Learning for humans

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

Python

2,116 +1

49,837 +66

18,612 +9

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++

1,549 +29

42,666 +609

11,105 +57

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,702 +3

36,507 +98

6,759 +21

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

1,551 -3

36,406 +112

10,187 +28

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,237 -1

30,884 +20

18,517 +15

GitHub
incubator-superset by apache

Apache Superset is a Data Visualization and Data Exploration Platform

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

Python

1,285 +3

30,210 +96

6,259 +21

GitHub
spark by apache

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

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

Scala

2,143 +8

27,566 +57

22,566 +43

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,316 +0

24,203 +64

5,911 +9

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

1,000 +1

23,685 +28

5,232 +6

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

1,020 +0

22,223 +51

6,299 +18

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

1,436 +1

21,857 +75

6,901 +32

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++

987 +0

19,844 +40

7,741 +8

GitHub
fastai by fastai

The fastai deep learning library, plus lessons and tutorials

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

Jupyter Notebook

650 -1

19,543 +76

6,739 +6

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

1,621 +2

19,540 +35

6,179 +21

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++

1,151 -1

19,002 +13

6,747 +2

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

914 +3

18,848 +51

14,324 +95

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++

910 +2

18,664 +82

5,659 +28

GitHub
spaCy by explosion

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

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

Python

565 +4

17,266 +42

3,101 +6

GitHub
CNTK by Microsoft

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

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

C++

1,345 -1

16,870 -3

4,412 -2

GitHub