tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

8,322 -5

150,915 +379

83,350 +57

GitHub
keras by keras-team

Deep Learning for humans

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

Dockerfile

2,108 -4

50,233 +38

18,666 -4

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++

1,593 +7

44,284 +187

11,688 +65

GitHub
tesseract by tesseract-ocr

Tesseract Open Source OCR Engine (main repository)

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

C++

1,698 -2

37,448 +117

6,929 +22

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

1,583 +5

37,381 +132

10,544 +28

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

1,317 -4

31,358 +74

6,444 +19

GitHub
caffe by BVLC

Caffe: a fast open framework for deep learning.

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

C++

2,230 -2

31,102 +36

18,620 +14

GitHub
spark by apache

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

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

Scala

2,139 +0

28,137 +42

22,938 +44

GitHub
jieba by fxsjy

结巴中文分词

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

Python

1,323 -2

24,819 +84

5,998 +7

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

1,005 +0

23,905 +25

5,264 +4

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

Python

1,028 -2

22,793 +92

6,475 +19

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

1,451 +1

22,152 +33

6,993 +7

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++

987 +1

20,206 +43

7,834 +12

GitHub
fastai by fastai

The fastai deep learning library, plus lessons and tutorials

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

Jupyter Notebook

636 +0

19,972 +56

6,855 +11

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

1,618 +1

19,834 +27

6,315 +16

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++

921 -1

19,352 +75

5,872 +29

GitHub
darknet by pjreddie

Convolutional Neural Networks

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

C

918 +3

19,351 +68

15,087 +63

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++

1,148 -1

19,131 +13

6,788 +7

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

948 -3

18,525 +29

3,602 +15

GitHub
spaCy by explosion

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

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

Python

560 -2

17,715 +37

3,170 +15

GitHub