keras by keras-team

Deep Learning for humans

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

1,909 +1

61,106 +20

19,354 +1

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

1,720 +1

79,042 +245

21,297 +52

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.

1,618 -1

26,568 +19

7,742 +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.

1,564 -2

52,079 +48

13,325 +7

jieba by fxsjy

结巴中文分词

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

1,284 -1

32,592 +30

6,709 +3

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.

1,101 +0

15,557 +14

6,462 +1

transformers by huggingface

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

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

1,100 -1

126,987 +364

25,140 +71

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

1,063 +1

34,024 +30

8,570 +0

zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

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

1,006 +2

17,158 +27

4,647 +6

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.

943 +1

26,165 +8

5,452 +2

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 +1

23,427 +129

4,533 +19

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.

624 +0

6,329 +0

1,559 -2

spaCy by explosion

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

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

557 +1

28,974 +41

4,301 -1

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.

545 +0

8,691 +4

1,575 +1

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.

540 -1

9,856 +0

2,486 +0

ray by ray-project

Ray is a unified framework for scaling AI and Python applications. 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.

471 -1

31,571 +67

5,337 +18

tflearn by tflearn

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

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

457 +0

9,613 +2

2,412 -1

numpy-ml by ddbourgin

Machine learning, in numpy

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

452 +1

14,658 +66

3,665 +13

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

created at March 26, 2012, 3:40 p.m.

443 +0

18,922 +19

4,159 -1

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.

440 +0

5,388 -1

1,328 +0