Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

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Rnn Theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

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Mutual labels: cnn, lstm, rnn

Eeg Dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

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Mutual labels: cnn, lstm, rnn

Pytorch Learners Tutorial

PyTorch tutorial for learners

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Mutual labels: cnn, lstm, rnn

Ad examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

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Mutual labels: gan, lstm, rnn

Cnn lstm for text classify

CNN, LSTM, NBOW, fasttext 中文文本分类

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Mutual labels: cnn, lstm, rnn

Easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

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Cnn lstm ctc tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

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Mutual labels: cnn, lstm, ocr

Tensorflow Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

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Neural Networks

All about Neural Networks!

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Mutual labels: cnn, lstm, rnn

Multi Class Text Classification Cnn Rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

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Mutual labels: cnn, lstm, rnn

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

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Keraspp

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Pytorch Sentiment Analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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Mutual labels: cnn, lstm, rnn

Pytorch Pos Tagging

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

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Mutual labels: cnn, lstm, rnn

Natural Language Processing With Tensorflow

Natural Language Processing with TensorFlow, published by Packt

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Mutual labels: cnn, lstm, rnn

Mydeeplearning

A deep learning library to provide algs in pure Numpy or Tensorflow.

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Mutual labels: cnn, gan, rnn

lstm har

LSTM based human activity recognition using smart phone sensor dataset

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Mutual labels: lstm, rnn

dltf

Hands-on in-person workshop for Deep Learning with TensorFlow

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Dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

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Mutual labels: cnn, gan

DrowsyDriverDetection

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Mutual labels: lstm, rnn

Kraken

OCR engine for all the languages

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5baa61e4c9b93f3f0682250b6cf8331b7ee68fd8

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Mutual labels: lstm, rnn

Handwritten-Text-Recognition

IAM dataset

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Mutual labels: ocr, rnn

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Mutual labels: lstm, rnn

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Recurrent Additive Networks for Tensorflow

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ArrayLSTM

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SpeakerDiarization RNN CNN LSTM

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Mutual labels: lstm, rnn

air writing

Online Hand Writing Recognition using BLSTM

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Mutual labels: lstm, rnn

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Mutual labels: lstm, rnn

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Mutual labels: lstm, rnn

lstm-electric-load-forecast

Electric load forecast using Long-Short-Term-Memory (LSTM) recurrent neural network

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Mutual labels: lstm, rnn

Speech-Recognition

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