Awesome Open Source

Programming Languages

Search results for pytorch lstm

332 search results found

Examples ⭐ 21,341

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Easyocr ⭐ 20,438

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

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.

Deeplearning ⭐ 7,463

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

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Pytorch Seq2seq ⭐ 5,024

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

Pytorch Sentiment Analysis ⭐ 4,133

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

Nlp Beginner ⭐ 3,884

NLP上手教程

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)

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Awd Lstm Lm ⭐ 1,838

LSTM and QRNN Language Model Toolkit for PyTorch

Deep Learning Time Series ⭐ 1,811

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

Flow Forecast ⭐ 1,759

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

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

Pytorch Qrnn ⭐ 1,235

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Conv Emotion ⭐ 1,146

This repo contains implementation of different architectures for emotion recognition in conversations.

Open Unmix Pytorch ⭐ 990

Open-Unmix - Music Source Separation for PyTorch

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)

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Lm Lstm Crf ⭐ 830

Empower Sequence Labeling with Task-Aware Language Model

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

Convlstm_pytorch ⭐ 518

Implementation of Convolutional LSTM in PyTorch.

Deep Learning ⭐ 517

💻深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Lstm Crf Pytorch ⭐ 454

LSTM-CRF in PyTorch

Pytorch Ntm ⭐ 398

Neural Turing Machines (NTM) - PyTorch Implementation

Time Series Autoencoder ⭐ 386

📈 PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series 📈

Sequitur ⭐ 370

Library of autoencoders for sequential data

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Multimodal Speech Emotion Recognition ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Mprgdeeplearninglecturenotebook ⭐ 324

Chinsesner Pytorch ⭐ 318

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

Haste: a fast, simple, and open RNN library

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Yellowfin_pytorch ⭐ 293

auto-tuning momentum SGD optimizer

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Stock_predict_with_lstm ⭐ 286

Predict stock with LSTM supporting pytorch, keras and tensorflow

Dynamic Tensor Graph library in Clojure (think PyTorch, DynNet, etc.)

Deepadots ⭐ 270

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Unet Zoo ⭐ 262

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

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Atvgnet ⭐ 239

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Relational Rnn Pytorch ⭐ 228

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

Adversarial_video_summary ⭐ 216

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

Deeprl Grounding ⭐ 213

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Attention_ocr.pytorch ⭐ 197

This repository implements the the encoder and decoder model with attention model for OCR

Lstm Music Genre Classification ⭐ 184

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

Bi Lstm Crf ⭐ 180

A PyTorch implementation of the BI-LSTM-CRF model.

Charades Algorithms ⭐ 171

Activity Recognition Algorithms for the Charades Dataset

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)

Packing Unpacking Pytorch Minimal Tutorial ⭐ 150

Minimal tutorial on packing and unpacking sequences in pytorch

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Semanaly ⭐ 137

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

Lstm Crf Pytorch Faster ⭐ 131

A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/ad

Pytorch Image Comp Rnn ⭐ 130

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

Pytorch_convolutional_rnn ⭐ 124

PyTorch implementation of Convolutional Recurrent Neural Network

Understanding Pytorch Batching Lstm ⭐ 118

Understanding and visualizing PyTorch Batching with LSTM

Chinese Sentiment Classification ⭐ 117

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Lstm Classification Pytorch ⭐ 116

Text classification based on LSTM on R8 dataset for pytorch implementation

Albert_lstm_crf_ner ⭐ 113

albert + lstm + crf实体识别，pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)

Pytorch_handbook ⭐ 111

pytorch_handbook

Lstms.pth ⭐ 110

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

Social Lstm ⭐ 110

Social LSTM implementation in PyTorch

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)

Implementation of "Learning with Random Learning Rates" in PyTorch.

Pytorch_ehr ⭐ 105

source codes based on PyTorch to analyze EHR

Dynamic Evaluation ⭐ 102

Dynamic evaluation for pytorch language models, now includes hyperparameter tuning

Contracode ⭐ 96

Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning

Machine Learning ⭐ 92

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

Pytorch_gbw_lm ⭐ 90

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

Lstm Load Forecasting ⭐ 89

Implementation of Electric Load Forecasting Based on LSTM(BiLSTM). Including Univariate-SingleStep forecasting, Multivariate-SingleStep forecasting and Multivariate-MultiStep forecasting.

Demand_forecast ⭐ 88

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Psgd_torch ⭐ 86

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

OpenDILab RL HPC OP Lib

Daguan_2019_rank9 ⭐ 85

达观信息提取比赛第九名代码

Icdar 2019 Sroie ⭐ 83

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Match Lstm ⭐ 77

A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension

Deepseqslam ⭐ 76

The Official Deep Learning Framework for Robot Place Learning

Captcha_trainer_pytorch ⭐ 75

基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架

Rnn_benchmarks ⭐ 73

RNN benchmarks of pytorch, tensorflow and theano

Lstm Gru Pytorch ⭐ 72

LSTM and GRU in PyTorch

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

E3d Lstm ⭐ 70

Unofficial PyTorch implementation of E3D-LSTM

Better_lstm_pytorch ⭐ 69

An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

Papers, models and datasets for Aspect-Category Sentiment Analysis.

Retro Contest Sonic ⭐ 62

World Models applied to the Open AI Sonic Retro Contest

Related Searches

Python Pytorch (15,943)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

Python Lstm (3,291)

Machine Learning Pytorch (2,934)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Jupyter Notebook Lstm (1,762)

Pytorch Neural Network (1,631)

Pytorch Natural Language Processing (1,408)

1-100 of 332 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.