Awesome Open Source
Awesome Open Source
Combined Topics
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Collaboration 📦 32
Command Line Interface 📦 49
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The Top 28 Gru Open Source Projects

Pytorch Seq2seq ⭐ 3,068
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Kaldi ⭐ 2,046
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Cnn Lstm Bilstm Deepcnn Clstm In Pytorch ⭐ 752
In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM
Cryptocurrencyprediction ⭐ 514
Predict Cryptocurrency Price with Deep Learning
Nmt Keras ⭐ 513
Neural Machine Translation with Keras
Baiduyun_deeplearning_competition ⭐ 396
百度云魅族深度学习应用大赛
Easy Deep Learning With Keras ⭐ 376
Keras tutorial for beginners (using TF backend)
Theano_lstm ⭐ 309
🔬 Nano size Theano LSTM module
Hands On Deep Learning Algorithms With Python ⭐ 282
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Trafficflowprediction ⭐ 274
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
Eeg Dl ⭐ 249
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Haste ⭐ 232
Haste: a fast, simple, and open RNN library
Rnn_ctc ⭐ 220
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Load_forecasting ⭐ 198
Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models
Speech Recognition Neural Network ⭐ 153
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
Skip Thoughts.torch ⭐ 147
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
Hierarchical Attention Network ⭐ 122
Implementation of Hierarchical Attention Networks in PyTorch
Pytorch Rnn Text Classification ⭐ 114
Word Embedding + LSTM + FC
Rnn Text Classification Tf ⭐ 114
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
See Rnn ⭐ 113
RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
Gru Svm ⭐ 79
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
Gdax Orderbook Ml ⭐ 71
Application of machine learning to the Coinbase (GDAX) orderbook
Cikm_analyticup_2017 ⭐ 68
CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got the third place in the first phrase. And in the second phrase we got the fourth place.
Rnn Notebooks ⭐ 60
RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
Tensorflow Lstm Sin ⭐ 52
TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction
Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 35
Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.
Theano Kaldi Rnn ⭐ 31
THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.
Sudl ⭐ 29
light deep neural network tools box(LSTM,GRU,RNN,CNN,Bi-LSTM,etc)
1-28 of 28 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210