keras-team / keras

40.8k

Deep Learning for humans

deep-learning tensorflow neural-networks machine-learning data-science python

Good first issues

Convert the docstrings of examples in `examples/*` to use Markdown formatting

Good first issue type:docs stat:contributions welcome

#12219 opened 3 months ago by gabrieldemarmiesse

10

Implement K.reset_uids() for the cntk backend.

Good first issue stat:contributions welcome

#12161 opened 3 months ago by gabrieldemarmiesse

1

Implement K.arange for the cntk backend.

Good first issue stat:contributions welcome

#12164 opened 3 months ago by gabrieldemarmiesse

1

Python Updated May 3, 2019

explosion / spaCy

13.2k

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

natural-language-processing data-science big-data machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning

Good first issues

For hindi text period '.' punctuation not splitting text

help wanted (easy) feat / tokenizer

#3625 opened 13 days ago by gauravgr

1

Convert command line on .iob Conll-2003 file not working

help wanted (easy) bug

#3620 opened 15 days ago by AlexisPister

2

💫 Adding models for new languages master thread

help wanted (easy) enhancement

#3056 opened 5 months ago by ines

30

Python Updated May 4, 2019

yunjey / pytorch-tutorial

11.2k

PyTorch Tutorial for Deep Learning Researchers

deep-learning pytorch-tutorial neural-networks pytorch tutorial tensorboard

Python Updated Apr 15, 2019

mozilla / DeepSpeech

10.1k

A TensorFlow implementation of Baidu's DeepSpeech architecture

deep-learning machine-learning neural-networks tensorflow speech-recognition speech-to-text

Good first issues

WER estimation on base of random sub-set of corpora samples

good first bug Priority: P4

#666 opened almost 2 years ago by tilmankamp

3

C++ Updated May 2, 2019

ujjwalkarn / Machine-Learning-Tutorials

9k

machine learning and deep learning tutorials, articles and other resources

deep-learning-tutorial machine-learning machinelearning deeplearning neural-network neural-networks deep-neural-networks awesome-list awesome list deep-learning

Updated Mar 25, 2019

lengstrom / fast-style-transfer

7.8k

TensorFlow CNN for fast style transfer ⚡🖥

🎨

🖼

style-transfer neural-style neural-networks deep-learning

Python Updated Apr 8, 2019

rushter / MLAlgorithms

7.4k

Minimal and clean examples of machine learning algorithms implementations

machine-learning deep-learning neural-networks machine-learning-algorithms python

Python Updated Mar 15, 2019

janishar / mit-deep-learning-book-pdf

5.9k

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking book chapter learning lecture-notes excercises good clear printable print

Java Updated Apr 29, 2019

Unity-Technologies / ml-agents

5.7k

Unity Machine Learning Agents Toolkit

reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks

C# Updated May 3, 2019

keras-team / autokeras

5.2k

Accessible AutoML for deep learning.

automl deep-learning neural-architecture-search machine-learning automated-machine-learning automatic-machine-learning autodl automated-deep-learning automatic-deep-learning neural-network neural-networks

Good first issues

Refining the tutorial documentation

documentation call for contributors

#408 opened 4 months ago by jhfjhfj1

3

Documentation for meaning of variables in class Constant?

documentation

#357 opened 5 months ago by paulhacosta

Python Updated May 3, 2019

lexfridman / mit-deep-learning

5.1k

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science deeplearning tensorflow tensorflow-tutorials jupyter-notebooks

Jupyter Notebook Updated Mar 21, 2019

chainer / chainer

4.8k

A flexible framework of neural networks for deep learning

deep-learning python neural-networks machine-learning gpu cuda cudnn numpy cupy chainer neural-network

Python Updated May 4, 2019

eriklindernoren / Keras-GAN

4.5k

Keras implementations of Generative Adversarial Networks.

deep-learning gan keras generative-adversarial-networks neural-networks

Python Updated Apr 1, 2019

transcranial / keras-js

4.5k

Run Keras models in the browser, with GPU support using WebGL

deep-learning machine-learning webgl tensorflow neural-networks keras javascript

JavaScript Updated Aug 16, 2018

blei-lab / edward

4.2k

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming

Good first issues

end-to-end examples should all have criticism

Documentation

#181 opened almost 3 years ago by dustinvtran

10

automate the Github page updates with Travis

Documentation build

#116 opened almost 3 years ago by dustinvtran

Jupyter Notebook Updated Jan 3, 2019

tensorpack / tensorpack

4.1k

A Neural Net training Interface on TensorFlow, with focus on speed + flexibility

tensorflow imagenet deep-learning reinforcement-learning neural-networks machine-learning

Python Updated May 3, 2019

Spandan-Madan / DeepLearningProject

4k

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

machine-learning deep-learning neural-networks tutorial

HTML Updated Nov 30, 2018

keras-rl / keras-rl

3.7k

Deep Reinforcement Learning for Keras.

keras tensorflow theano reinforcement-learning neural-networks machine-learning

Python Updated May 4, 2019

Lasagne / Lasagne

3.6k

Lightweight library to build and train neural networks in Theano

deep-learning-library neural-networks python theano

Good first issues

LSTMLayer should check input dimensionality

easy

#892 opened over 1 year ago by f0k

Incorrect He Weight Initialization of Transposed Convolution / Deconvolution Layers

documentation

#858 opened almost 2 years ago by stephenlombardi

4

Extend "Creating custom layers" guide

documentation

#832 opened about 2 years ago by f0k

Python Updated Aug 27, 2018

deepmind / graph_nets

3.3k

Build Graph Nets in Tensorflow

graph-networks graphs deep-learning neural-networks tensorflow sonnet artificial-intelligence

Python Updated May 3, 2019

timzhang642 / 3D-Machine-Learning

3.1k

A resource repository for 3D machine learning

3d-reconstruction papers neural-networks 3d machine-learning mesh voxel point-cloud primitives constructive-solid-geometries

Updated May 4, 2019

mdbloice / Augmentor

3.1k

Image augmentation library in Python for machine learning.

augmentation machine-learning deep-learning neural-networks

Jupyter Notebook Updated Mar 7, 2019

zotroneneis / machine_learning_basics

2.9k

Plain python implementations of basic machine learning algorithms

machine-learning logistic-regression ipynb machine-learning-algorithms linear-regression perceptron python-implementations kmeans algorithm python3 python neural-network k-nearest-neighbours k-nearest-neighbor k-nn neural-networks

Jupyter Notebook Updated Jan 30, 2019

sbrugman / deep-learning-papers

2.8k

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deep-learning neural-networks

Updated Mar 8, 2019

iperov / DeepFaceLab

2.7k

DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work stan…

faceswap face-swap deep-learning deeplearning deep-neural-networks deepfakes deepface deep-face-swap fakeapp neural-networks neural-nets

Python Updated May 3, 2019

andri27-ts / 60_Days_RL_Challenge

2.5k

Learn Deep Reinforcement Learning in Depth in 60 days

reinforcement-learning challenge machine-learning artificial-intelligence deep-reinforcement-learning neural-networks pytorch dynamic-programming openai-gym dqn ppo mdp a2c genetic-algorithm evolution-strategies reinforcement-learning-algorithms roboschool

Jupyter Notebook Updated Mar 28, 2019

jisungk / deepjazz

2.4k

Deep learning driven jazz generation using Keras & Theano!

deep-learning machine-learning music jazz keras theano neural-networks rnn lstm

Python Updated Oct 13, 2017

gluon-api / gluon-api

2.3k

A clear, concise, simple yet powerful and efficient API for deep learning.

deep-learning deep-learning-framework deep-learning-tutorial neural-network neural-networks imperative-programming gluon

Jupyter Notebook Updated Feb 27, 2018

udacity / deep-reinforcement-learning

2.2k

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms

Jupyter Notebook Updated Apr 30, 2019

raghakot / keras-vis

2.1k

Neural network visualization toolkit for keras

visualization keras deep-learning theano tensorflow neural-networks machine-learning

Python Updated Jan 23, 2019

neural-networks

Repositories 2,775

Good first issues

Good first issues

Good first issues

Good first issues

Good first issues

Good first issues