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Search results for pytorch recurrent neural networks

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84 search results found

Chinese Poetry ⭐ 45,313

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

Rwkv Lm ⭐ 10,705

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Chatrwkv ⭐ 8,991

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Pytorch Seq2seq ⭐ 5,024

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Pytorch Sentiment Analysis ⭐ 4,133

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

Sequence modeling benchmarks and temporal convolutional networks

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Deepnlp Models Pytorch ⭐ 2,372

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

Pytorch Kaldi ⭐ 2,138

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.

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Deeplearningframeworks ⭐ 1,609

Demo of running NNs across different frameworks

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Textbox ⭐ 966

TextBox 2.0 is a text generation library with pre-trained language models

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Curve Gcn ⭐ 690

Official PyTorch code for Curve-GCN (CVPR 2019)

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

Polyrnn Pp Pytorch ⭐ 634

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Closed-form Continuous-time Neural Networks

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

Trending Deep Learning ⭐ 449

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Predrnn Pytorch ⭐ 354

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Wavetorch ⭐ 348

🌊 Numerically solving and backpropagating through the wave equation

World Models ⭐ 347

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Dual Path Rnn Pytorch ⭐ 301

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Haste: a fast, simple, and open RNN library

Echotorch ⭐ 269

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Pytorch Dnc ⭐ 258

Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Pytorchintroduction ⭐ 232

《深入浅出 PyTorch——从模型到源码》源代码和勘误（见Issues）

Relational Rnn Pytorch ⭐ 228

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

Pomdp Baselines ⭐ 224

Simple (but often Strong) Baselines for POMDPs in PyTorch (ICML 2022)

Iseebetter ⭐ 223

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

Pytorch Batch Attention Seq2seq ⭐ 215

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Pytorch Dilated Rnn ⭐ 205

Dilated RNNs in pytorch

Protein Sequence Embedding Iclr2019 ⭐ 203

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

Warp Rnnt ⭐ 190

CUDA-Warp RNN-Transducer

Esrnn Gpu ⭐ 188

PyTorch GPU implementation of the ES-RNN model for time series forecasting

Summarunner ⭐ 188

The PyTorch Implementation of SummaRuNNer

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

Pytorch Sentiment Neuron ⭐ 171

Rnn For Joint Nlu ⭐ 165

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Mss_pytorch ⭐ 164

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Crnn Pytorch ⭐ 155

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

Pytorch Esn ⭐ 155

An Echo State Network module for PyTorch.

Pytorch_workplace ⭐ 153

Random miniprojects with pytorch.

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Variational Animal Motion Embedding - A tool for time series embedding and clustering

Arc Pytorch ⭐ 140

The first public PyTorch implementation of Attentive Recurrent Comparators

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Char Rnn Pytorch ⭐ 134

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

A Hierarchical Latent Structure For Variational Conversation Modeling ⭐ 134

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

Torch Ac ⭐ 134

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Pytorch Sketch Rnn ⭐ 131

a pytorch implementation of https://arxiv.org/abs/1704.03477

Pytorch Image Comp Rnn ⭐ 130

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

Char Rnn.pytorch ⭐ 129

PyTorch implementation of char-rnn (character-level language model)

Pytorch_convolutional_rnn ⭐ 124

PyTorch implementation of Convolutional Recurrent Neural Network

Ctc_pytorch ⭐ 121

CTC end -to-end ASR for timit and 863 corpus.

Lstms.pth ⭐ 110

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

Pytorch Pos Tagging ⭐ 109

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

Linear Attention Recurrent Neural Network ⭐ 107

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)

Pytorch_ehr ⭐ 105

source codes based on PyTorch to analyze EHR

Pytorch ⭐ 104

PyTorch tutorials A to Z

Pytorch Polygon Rnn ⭐ 101

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly

Mad Twinnet ⭐ 101

The code for the MaD TwinNet. Demo page:

Indrnn Pytorch ⭐ 96

pytorch implementation of Independently Recurrent Neural Networks https://arxiv.org/abs/1803.04831

Interpretable Models for NLP using PyTorch

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Ecg Classification Demo ⭐ 92

ECG Classification

Captcharecognition ⭐ 91

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

Pytorch Edit Distance ⭐ 85

Levenshtein edit-distance on PyTorch and CUDA

Pytorch Rnn Sequence Generation Classification ⭐ 84

Lyrics and piano music generation in Pytorch

Torchsketch ⭐ 83

100 Days Of Nlp ⭐ 83

rnn based model for recommendations

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

Attentive Neural Processes ⭐ 81

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Indrnn_pytorch ⭐ 80

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

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