Top 273 rnn open source projects

Lstms.pth
PyTorch implementations of LSTM Variants (Dropout + Layer Norm)
Mnist Classification
Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
Indrnn Pytorch
pytorch implementation of Independently Recurrent Neural Networks https://arxiv.org/abs/1803.04831
See Rnn
RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
Captcharecognition
End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别
Arnet
CVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
Easyesn
Python library for Reservoir Computing using Echo State Networks
Word Rnn Tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
Rnn Handwriting Generation
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
Cnn lstm for text classify
CNN, LSTM, NBOW, fasttext 中文文本分类
Speech Emotion Recognition
Detecting emotions using MFCC features of human speech using Deep Learning
Sleepeegnet
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
Lstm chem
Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
Copper price forecast
copper price(time series) prediction using bpnn and lstm
Pytorch Sentiment Analysis Classification
A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)
Dream
rnn based model for recommendations
Performance Rnn Pytorch
Event-based music generation with RNN using PyTorch
Gru Svm
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
Codegan
[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks
Hred Attention Tensorflow
An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.
Plasma Python
PPPL deep learning disruption prediction package
Collaborative Rnn
A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).
Nlp overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Attention Over Attention Tf Qa
论文“Attention-over-Attention Neural Networks for Reading Comprehension”中AoA模型实现
Char rnn lm zh
language model in Chinese,基于Pytorch官方文档实现
Time Attention
Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971
Tensorflow Tutorials For Time Series
TensorFlow Tutorial for Time Series Prediction
Mxnet Seq2seq
Sequence to sequence learning with MXNET
Realtime Fall Detection For Rnn
Real-time ADLs and Fall Detection implement TensorFlow
Rnn Notebooks
RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
Rnn Nmt
基于双向RNN,Attention机制的编解码神经机器翻译模型
Deep Speeling
Deep Learning neural network for correcting spelling
Boilerplate Dynet Rnn Lm
Boilerplate code for quickly getting set up to run language modeling experiments
Attentive Neural Processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
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
Theano Kaldi Rnn
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.
Lstm peptides
Long short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.
Lstm Sentiment Analysis
Sentiment Analysis with LSTMs in Tensorflow
Deepfakes video classification
Deepfakes Video classification via CNN, LSTM, C3D and triplets
Deep Music Genre Classification
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
Eda nlp
Data augmentation for NLP, presented at EMNLP 2019
Jd Prediction
京东JData算法大赛-高潜用户购买意向预测
Rnn Rbm In Theano
An implementation of RNN-RBM & GBRBM.
Seq2seq Chatbot
Chatbot in 200 lines of code using TensorLayer
61-120 of 273 rnn projects