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apachecn / AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Python Updated Mar 22, 2019

nfmcclure / tensorflow_cookbook

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

Jupyter Notebook Updated Dec 5, 2018 1 issue needs help

clone95 / Machine-Learning-Study-Path-March-2019

3.7k

A complete ML study path, focused on TensorFlow and Scikit-Learn

Updated Mar 24, 2019

MorvanZhou / Tensorflow-Tutorial

2.9k

Tensorflow tutorial from basic to hard

tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network

Python Updated Feb 18, 2019

MorvanZhou / PyTorch-Tutorial

2.7k

Build your neural network easy and fast

neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning

Jupyter Notebook Updated Dec 3, 2018

zzw922cn / Automatic_Speech_Recognition

2.4k

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

automatic-speech-recognition tensorflow timit-dataset feature-vector phonemes data-preprocessing rnn audio deep-learning lstm end-to-end cnn rnn-encoder-decoder evaluation paper speech-recognition layer-normalization chinese-speech-recognition

Python Updated Dec 16, 2018 2 issues need help

jinfagang / tensorflow_poems

2.4k

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

tensorflow poetry lstm rnn

Python Updated Feb 11, 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

guillaume-chevalier / LSTM-Human-Activity-Recognition

2.1k

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo…

machine-learning deep-learning lstm human-activity-recognition neural-network rnn recurrent-neural-networks tensorflow activity-recognition

Jupyter Notebook Updated Oct 1, 2018

gaussic / text-classification-cnn-rnn

1.8k

CNN-RNN中文文本分类，基于TensorFlow

tensorflow cnn text-classification chinese classification rnn tensorboard

Python Updated Jul 20, 2018

golbin / TensorFlow-Tutorials

1.7k

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

neural-network tensorflow mnist autoencoder rnn deep-learning tutorial chatbot seq2seq dqn word2vec cnn gan inception

Python Updated Mar 23, 2019

DSKSD / DeepNLP-models-Pytorch

1.7k

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

pytorch nlp deep-nlp-models stanford-univ rnn neural-network deep-learning cs-224n natural-language-processing

Jupyter Notebook Updated Jan 26, 2018

zhedongzheng / finch

1.3k

Deep NLP Examples in TensorFlow 1

tensorflow deep learning nlp text sequence question answer cnn rnn attention memory vae

Jupyter Notebook Updated Dec 25, 2018

intel / mkl-dnn

1.3k

Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)

C++ Updated Mar 20, 2019

hunkim / word-rnn-tensorflow

1.1k

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

rnn tensorflow rnn-tensorflow lstm python

Python Updated Mar 21, 2018

Arturus / kaggle-web-traffic

961

1st place solution

kaggle-web-traffic kaggle time-series timeseries rnn-encoder-decoder rnn tensorflow cudnn cocob seq2seq

Jupyter Notebook Updated Oct 15, 2018

tgjeon / TensorFlow-Tutorials-for-Time-Series

955

TensorFlow Tutorial for Time Series Prediction

tensorflow-tutorials series-prediction rnn

Jupyter Notebook Updated Aug 1, 2017

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

921

Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification

Updated Jan 8, 2019

mravanelli / pytorch-kaldi

717

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is…

speech-recognition gru dnn kaldi rnn-model pytorch timit deep-learning deep-neural-networks recurrent-neural-networks multilayer-perceptron-network lstm lstm-neural-networks speech asr rnn dnn-hmm

Perl Updated Mar 20, 2019

adeshpande3 / LSTM-Sentiment-Analysis

671

Sentiment Analysis with LSTMs in Tensorflow

sentiment-analysis tensorflow lstm rnn

Jupyter Notebook Updated Jun 5, 2018

ilivans / tf-rnn-attention

584

Tensorflow implementation of attention mechanism for text classification tasks.

attention tensorflow rnn text-classification sentiment-analysis

Python Updated Feb 2, 2018

MaximumEntropy / Seq2Seq-PyTorch

559

Sequence to Sequence Models with PyTorch

pytorch seq2seq deep-learning rnn

Python Updated Jun 19, 2017

tensorlayer / seq2seq-chatbot

553

Chatbot in 200 lines of code using TensorLayer

tensorlayer tensorflow chatbot rnn lstm bot nlp chat corpus python

Python Updated Dec 14, 2018

omarsar / nlp_overview

541

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

nlp deep-learning word-embeddings cnn rnn reinforcement-learning

CSS Updated Mar 10, 2019 1 issue needs help

xiph / rnnoise

540

Recurrent neural network for audio noise reduction

rnn noise-reduction audio c

C Updated Mar 21, 2019

hankcs / CS224n

517

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n deep-learning natural-language-processing word2vec rnn tensorflow

Python Updated Oct 15, 2018

jiegzhan / multi-class-text-classification-cnn-rnn

513

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Wor…

cnn text-classification kaggle tensorflow rnn embeddings lstm

Python Updated Mar 23, 2018

batzner / indrnn

475

TensorFlow implementation of Independently Recurrent Neural Networks

tensorflow indrnn rnn paper-implementations

Python Updated Mar 31, 2018

udibr / headlines

464

Automatically generate headlines to short articles

keras nlp generation summarization rnn

Jupyter Notebook Updated Apr 22, 2018

ragulpr / wtte-rnn

433

WTTE-RNN a framework for churn and time to event prediction

weibull machine-learning-algorithms tensorflow rnn keras neural-network churn-prediction failure-rate

Python Updated Aug 16, 2018

rnn

Repositories 1,238

apachecn / AiLearning

nfmcclure / tensorflow_cookbook

clone95 / Machine-Learning-Study-Path-March-2019

MorvanZhou / Tensorflow-Tutorial

MorvanZhou / PyTorch-Tutorial

zzw922cn / Automatic_Speech_Recognition

jinfagang / tensorflow_poems

jisungk / deepjazz

guillaume-chevalier / LSTM-Human-Activity-Recognition

gaussic / text-classification-cnn-rnn

golbin / TensorFlow-Tutorials

DSKSD / DeepNLP-models-Pytorch

zhedongzheng / finch

intel / mkl-dnn

hunkim / word-rnn-tensorflow

Arturus / kaggle-web-traffic

tgjeon / TensorFlow-Tutorials-for-Time-Series

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

mravanelli / pytorch-kaldi

adeshpande3 / LSTM-Sentiment-Analysis

ilivans / tf-rnn-attention

MaximumEntropy / Seq2Seq-PyTorch

tensorlayer / seq2seq-chatbot

omarsar / nlp_overview

xiph / rnnoise

hankcs / CS224n

jiegzhan / multi-class-text-classification-cnn-rnn

batzner / indrnn

udibr / headlines

ragulpr / wtte-rnn

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