Top 239 rnn open source projects

Deep learning driven jazz generation using Keras & Theano!
Har Stacked Residual Bidir Lstms
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Crnn Pytorch
Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.
Nested LSTM Cell
Efficient, transparent deep learning in hundreds of lines of code.
Caption generator
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Crnn Audio Classification
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
Rnn ctc
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Speech Denoiser
A speech denoise lv2 plugin based on RNNoise library
Reasoning Over Knowledge Graph Paths for Recommendation
Sign Language Gesture Recognition
Sign Language Gesture Recognition From Video Sequences Using RNN And CNN
Deep learning for Arabic text Vocalization - التشكيل الالي للنصوص العربية
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Doc Han Att
Hierarchical Attention Networks for Chinese Sentiment Classification
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
Char Rnn Chinese
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of Support Chinese and other things.
Gru4rec tensorflow
TensorFlow implemenation of GRu4Rec model
A cute multi-layer LSTM that can perform like a human 🎶
코딩셰프의 3분 딥러닝, 케라스맛
Tensorflow Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Tensorflow2 Docs Zh
TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版
Sentence Classification
Sentence Classifications with Neural Networks
Rnn For Joint Nlu
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (
Eeg Dl
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Pytorch Kaldi
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.
Lstm Music Genre Classification
Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch
A visualization tool for understanding and debugging RNNs
Load forecasting
Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models
Rnnt Speech Recognition
End-to-end speech recognition using RNN Transducers in Tensorflow 2.0
Tensorflow Bitcoin Robot
A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.
A Hierarchical Latent Structure For Variational Conversation Modeling
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
Hierarchical Attentive Recurrent Tracking
Recurrent neural network for audio noise reduction
Awesome Speech Recognition Speech Synthesis Papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Skip Thoughts.torch
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
Pytorch Image Comp Rnn
PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks
Vae Seq
Variational Auto-Encoders in a Sequential Setting.
Rnn poetry generator
Query-Reduction Networks (QRN)
Rnn recsys
Our implementation of the paper "Embedding-based News Recommendation for Millions of Users"
Lstm Crypto Price Prediction
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
Chinese Chatbot
Midi Rnn
Generate monophonic melodies with machine learning using a basic LSTM RNN
Rnn From Scratch
Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs
A Convolutional Recurrent Neural Network For Real Time Speech Enhancement
A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch
Linear Attention Recurrent Neural Network
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Char Rnn Pytorch
使用PyTorch实现Char RNN生成古诗和周杰伦的歌词
1-60 of 239 rnn projects