tensorflow / tensorflow

131k

An Open Source Machine Learning Framework for Everyone

tensorflow machine-learning python deep-learning deep-neural-networks neural-network ml distributed

Good first issues

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[TF 2.0 API Docs] tf.custom_gradient

good first issue type:docs 2.0

#26270 opened 5 months ago by tsbertalan

3

[TF 2.0 API Docs] tf.keras.activations.relu

good first issue type:docs 2.0

#26211 opened 5 months ago by BlackHoundNate

5

[TF 2.0 API Docs] tf.keras

good first issue type:docs 2.0

#26197 opened 5 months ago by margaretmz

8

C++ Updated Jul 21, 2019

pytorch / pytorch

30k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

neural-network autograd gpu numpy deep-learning tensor python machine-learning

Good first issues

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Inconsistent Behavior in torch.distributions log_prob for float input in uniform distribution.

good first issue module: distributions

#22970 opened 4 days ago by heidekrueger

7

`torch.lu_solve` gives an unintuitive error message when the inputs are not batched

good first issue enhancement

#22243 opened 26 days ago by bamos

1

Remove unpack() in torch/csrc/nn/type_checks.h and its caller functions in the codebase

good first issue module: internals

#20704 opened 2 months ago by yf225

4

C++ Updated Jul 21, 2019

microsoft / CNTK

16.3k

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

cognitive-toolkit cntk deep-learning machine-learning deep-neural-networks neural-network distributed python c-plus-plus c-sharp java

C++ Updated Jul 20, 2019

ageron / handson-ml

15.9k

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python …

tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook

Jupyter Notebook Updated Jun 8, 2019

hankcs / HanLP

14k

自然语言处理中文分词词性标注命名实体识别依存句法分析新词发现关键词短语提取自动摘要文本分类聚类拼音简繁

nlp natural-language-processing hanlp crf hmm trie textrank doublearraytrie neural-network chinese-word-segmentation text-mining pos-tagging dependency-parser text-classification word2vec perceptron named-entity-recognition text-clustering

Java Updated Jul 5, 2019

explosion / spaCy

13.9k

💫 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

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Show doc['id'] or at least some other infos for errors when training with CLI

help wanted (easy) enhancement

#3698 opened 2 months ago by Arakkun

9

Export annotation results to pandas dataframe

help wanted (easy) enhancement

#3702 opened 2 months ago by hmswaffles

3

💫 Retokenizer.merge should automatically skip duplicates

help wanted (easy) enhancement

#3687 opened 3 months ago by ines

4

Python Updated Jul 19, 2019

ChristosChristofidis / awesome-deep-learning

13.1k

A curated list of awesome Deep Learning tutorials, projects and communities.

deep-learning neural-network machine-learning awesome awesome-list recurrent-networks deep-networks deep-learning-tutorial face-images

Updated Jul 21, 2019

tensorflow / tfjs

11.2k

A WebGL accelerated JavaScript library for training and deploying ML models.

deep-learning typescript webgl javascript machine-learning neural-network deep-neural-network gpu-acceleration

Good first issues

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Update batch norm reference in tfjs-node

good first issue comp:node.js

#1697 opened 25 days ago by nkreeger

5

Documentation for tf.memory is missing numBytesInGPU

good first issue comp:core

#1262 opened 5 months ago by ToonTalk

Add tests for error detection in fitDataset() / standardizeDataIteratorOutput()

good first issue P2

#1238 opened 5 months ago by davidsoergel

3

TypeScript Updated Jul 20, 2019

rasbt / python-machine-learning-book

10k

The "Python Machine Learning (1st edition)" book code repository and info resource

machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network

Jupyter Notebook Updated Jul 4, 2019

BrainJS / brain.js

9.9k

🤖 Neural networks in JavaScript

neural-network brain recurrent-neural-networks easy-to-use api web nodejs browser convolutional-neural-networks node stream

JavaScript Updated Jul 19, 2019

RaRe-Technologies / gensim

9.6k

Topic Modelling for Humans

gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings text-summarization neural-network document-similarity word-similarity fasttext

Good first issues

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WordEmbeddingsKeyedVectors.add() doesn't clear `vectors_norm`, causing `IndexError` on later `most_similar()`

easy good first issue bug

#2532 opened about 1 month ago by gojomo

5

Get rid of Python implementation of fastText, word2vec, doc2vec

easy feature

#2511 opened about 2 months ago by mpenkov

Document how to get complete document distribution from LDA

documentation easy

#2489 opened 2 months ago by Antupis

1

Python Updated Jul 9, 2019

ujjwalkarn / Machine-Learning-Tutorials

9.3k

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 Jun 13, 2019

tflearn / tflearn

9.2k

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

tflearn tensorflow neural-network deep-learning machine-learning data-science

Python Updated Apr 12, 2019

tensorflow / tfjs-core

8.5k

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning typescript webgl javascript machine-learning neural-network deep-neural-networks gpu-acceleration

TypeScript Updated Jul 20, 2019

vahidk / EffectiveTensorflow

8.4k

TensorFlow 1.x and 2.x tutorials and best practices.

tensorflow neural-network deep-learning machine-learning ebook

Updated Apr 23, 2019

deeppomf / DeepCreamPy

8.2k

Decensoring Hentai with Deep Neural Networks

hentai deep-learning anime neural-network tensorflow keras-tensorflow censorship ai image-inpainting

Python Updated Jun 23, 2019

bharathgs / Awesome-pytorch-list

7.4k

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,t…

Updated Jul 20, 2019

Hvass-Labs / TensorFlow-Tutorials

7.4k

TensorFlow Tutorials with YouTube Videos

tensorflow deep-learning machine-learning reinforcement-learning python-notebook tutorial neural-network youtube

Jupyter Notebook Updated Jun 12, 2019

php-ai / php-ml

7.2k

PHP-ML - Machine Learning library for PHP

php machine-learning classification cross-validation feature-extraction artificial-intelligence neural-network data-science dataset machine-learning-algorithms machine-learning-library machine unsupervised-learning regression data-mining dimensionality-reduction supervised-learning ngram-extraction tokenization

Good first issues

Get calculated centroid from Cluster (KMeans)

good first issue

#161 opened over 1 year ago by razak27

1

Svr training error

good first issue

#113 opened almost 2 years ago by mj-mehdizadeh

12

Calculate optimum cluster in K-means

good first issue

#62 opened over 2 years ago by liaram

8

PHP Updated Jul 14, 2019

onnx / onnx

6.5k

Open Neural Network Exchange

deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn

PureBasic Updated Jul 21, 2019

MorvanZhou / tutorials

6.4k

机器学习相关教程

machine-learning neural-network tensorflow python sklearn theano threading multiprocessing numpy

Python Updated Oct 10, 2018

janishar / mit-deep-learning-book-pdf

6.4k

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 May 23, 2019

zergtant / pytorch-handbook

6.2k

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch pytorch-tutorials pytorch-handbook deep-learning neural-network machine-learning

Jupyter Notebook Updated Jul 19, 2019

tensorlayer / tensorlayer

5.2k

Deep Learning and Reinforcement Learning Library for Scientists

tensorlayer deep-learning tensorflow machine-learning neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google

Python Updated Jul 21, 2019

lutzroeder / netron

5.2k

Visualizer for neural network, deep learning and machine learning models

JavaScript Updated Jul 21, 2019

nfmcclure / tensorflow_cookbook

5k

Code for Tensorflow Machine Learning Cookbook

tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode

Good first issues

Suggestion for better test_indices

good first issue enhancement

#119 opened over 1 year ago by ychong

2

Jupyter Notebook Updated Dec 5, 2018

chainer / chainer

4.9k

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 Jul 21, 2019

google / seq2seq

4.8k

A general-purpose encoder-decoder framework for Tensorflow

tensorflow translation machine-translation neural-network deeplearning

Python Updated Jan 6, 2019

tiny-dnn / tiny-dnn

4.8k

header only, dependency-free deep learning framework in C++14

c-plus-plus deep-learning machine-learning neural-network

C++ Updated Feb 24, 2019

owainlewis / awesome-artificial-intelligence

4.8k

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network

Updated Jul 17, 2019

Neural Network

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