keras by keras-team

Deep Learning for humans

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

1,915 +1

62,055 +74

19,481 +6

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

created at Aug. 13, 2016, 5:26 a.m.

1,743 +1

83,990 +192

22,642 +50

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.

1,616 +0

27,477 +31

7,882 +2

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.

1,567 +1

53,455 +73

13,492 +10

jieba by fxsjy

结巴中文分词

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

1,279 +0

33,350 +25

6,725 +3

transformers by huggingface

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

created at Oct. 29, 2018, 1:56 p.m.

1,125 +1

135,055 +359

27,021 +85

neural-networks-and-deep-learning by mnielsen

Code samples for my book "Neural Networks and Deep Learning"

created at Nov. 13, 2012, 1:38 p.m.

1,100 +0

16,091 +25

6,604 +4

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

1,059 +0

34,805 +42

8,610 +4

zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

created at Oct. 19, 2012, 3:50 p.m.

1,017 +0

17,718 +20

4,734 +3

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.

940 +0

26,271 +7

5,452 +0

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.

939 +0

24,003 +23

4,596 +4

nupic-legacy by numenta

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

created at April 5, 2013, 11:14 p.m.

627 +0

6,336 +1

1,555 +0

spaCy by explosion

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

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

562 -1

30,231 +72

4,400 +2

pattern by clips

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

created at May 3, 2011, 3:29 p.m.

543 +0

8,751 +7

1,577 +0

Theano by Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

created at Aug. 10, 2011, 3:48 a.m.

539 +0

9,904 +3

2,488 +2

ray by ray-project

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

created at Oct. 25, 2016, 7:38 p.m.

474 +0

34,015 +115

5,780 +19

numpy-ml by ddbourgin

Machine learning, in numpy

created at April 6, 2019, 10:29 p.m.

457 +1

15,467 +92

3,721 +6

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

created at March 31, 2016, 12:05 p.m.

456 +0

9,619 +1

2,409 +0

neuraltalk by karpathy

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

created at Nov. 27, 2014, 11:22 p.m.

438 +0

5,411 +1

1,321 +0

gensim by piskvorky

Topic Modelling for Humans

created at Feb. 10, 2011, 7:43 a.m.

430 +0

15,683 +24

4,380 +4