The Top 268 Lstm Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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

The Top 268 Lstm Open Source Projects

Categories > Machine Learning > Lstm

Tesseract ⭐ 41,092

Tesseract Open Source OCR Engine (main repository)

Ailearning ⭐ 30,512

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Screenshot To Code ⭐ 13,426

A neural network that transforms a design mock-up into a static website.

Easyocr ⭐ 12,111

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

Numpy Ml ⭐ 10,159

Machine learning, in numpy

Ml5 Library ⭐ 4,954

Friendly machine learning for the web! 🤖

Stock Prediction Models ⭐ 4,161

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Tensorflow_poems ⭐ 3,383

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

Pytorch Seq2seq ⭐ 3,068

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

Pytorch Sentiment Analysis ⭐ 2,916

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

Lstm Human Activity Recognition ⭐ 2,863

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Automatic_speech_recognition ⭐ 2,735

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Deepjazz ⭐ 2,734

Deep learning driven jazz generation using Keras & Theano!

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.

Tensorflow_template_application ⭐ 1,843

TensorFlow template application for deep learning

Awd Lstm Lm ⭐ 1,823

LSTM and QRNN Language Model Toolkit for PyTorch

Ncrfpp ⭐ 1,719

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.

Deeplearningfornlpinpytorch ⭐ 1,703

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

Nlp Models Tensorflow ⭐ 1,548

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Deeplearning_tutorials ⭐ 1,508

The deeplearning algorithms implemented by tensorflow

Awesome Deep Learning Resources ⭐ 1,437

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Word Rnn Tensorflow ⭐ 1,296

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Stock Rnn ⭐ 1,279

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Aialpha ⭐ 1,261

Use unsupervised and supervised learning to predict stocks

Caffe_ocr ⭐ 1,179

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

Twitter Sentiment Analysis ⭐ 1,049

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Deep Learning Time Series ⭐ 1,048

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

Pytorchtext ⭐ 1,034

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)

Lstmvis ⭐ 1,025

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Self-contained Machine Learning and Natural Language Processing library in Go

Getting Things Done With Pytorch ⭐ 929

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.

Awesome Mad Science ⭐ 928

Delightful npm packages that make you say "wow, didn't know that was possible!"

Lstm Sentiment Analysis ⭐ 904

Sentiment Analysis with LSTMs in Tensorflow

Tensorflow Tutorial ⭐ 893

Some interesting TensorFlow tutorials for beginners.

Seq2seq Chatbot ⭐ 790

Chatbot in 200 lines of code using TensorLayer

Python_autocomplete ⭐ 788

A simple neural network for python autocompletion

Stockpriceprediction ⭐ 757

Stock Price Prediction using Machine Learning Techniques

Lstm Char Cnn Tensorflow ⭐ 737

Conv Emotion ⭐ 709

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

Text Classification ⭐ 702

Implementation of papers for text classification task on DBpedia

Ad_examples ⭐ 688

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Telemanom ⭐ 659

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

Video Classification ⭐ 622

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Flow Forecast ⭐ 605

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

Multi Class Text Classification Cnn Rnn ⭐ 571

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Attention Networks For Classification ⭐ 555

Hierarchical Attention Networks for Document Classification in PyTorch

Textclassificationbenchmark ⭐ 549

A Benchmark of Text Classification in PyTorch

Ner Lstm ⭐ 538

Named Entity Recognition using multilayered bidirectional LSTM

使用深度学习算法实现的中文问答系统

Multilabel Timeseries Classification With Lstm ⭐ 524

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Lstm Fcn ⭐ 517

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Cryptocurrencyprediction ⭐ 514

Predict Cryptocurrency Price with Deep Learning

Musical Neural Net ⭐ 489

Train an LSTM to generate piano or violin/piano music.

Dancenet ⭐ 479

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Cnn_lstm_ctc_ocr ⭐ 469

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Actionai ⭐ 469

custom human activity recognition modules by pose estimation and cascaded inference using sklearn API

Pytorch Ntm ⭐ 468

Neural Turing Machines (NTM) - PyTorch Implementation

Sentimentanalysis ⭐ 458

文本情感分析

Chinese_poem_generator ⭐ 438

唐诗、宋词生成器，有详细说明

Tensorflow Lstm Regression ⭐ 433

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Zhihu Text Classification ⭐ 397

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Predictive Maintenance Using Lstm ⭐ 379

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Stock Trading Ml ⭐ 379

A stock trading bot that uses machine learning to make price predictions.

Easy Deep Learning With Keras ⭐ 376

Keras tutorial for beginners (using TF backend)

Handwriting Generation ⭐ 374

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

Personality Detection ⭐ 362

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Bcdu Net ⭐ 361

BCDU-Net : Medical Image Segmentation

Thesemicolon ⭐ 351

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Cnn_lstm_ctc_tensorflow ⭐ 349

CNN+LSTM+CTC based OCR implemented using tensorflow.

Keras Anomaly Detection ⭐ 344

Anomaly detection implemented in Keras

Ner Lstm Crf ⭐ 342

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

Basicocr ⭐ 339

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

Cryptocurrency Price Prediction ⭐ 329

Cryptocurrency Price Prediction Using LSTM neural network

OCR engine for all the languages

Deep_srl ⭐ 320

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

Crnn_attention_ocr_chinese ⭐ 320

CRNN with attention to do OCR,add Chinese recognition

Paraphraser ⭐ 311

Sentence paraphrase generation at the sentence level

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Unet Zoo ⭐ 307

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

Image Captioning ⭐ 299

Image Captioning using InceptionV3 and beam search

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Deeplearning.ai Assignments ⭐ 289

Qa_match ⭐ 280

A simple effective ToolKit for short text matching

Rnnsharp ⭐ 277

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

Trafficflowprediction ⭐ 274

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

🥕 Evolutionary Neural Networks in JavaScript

Deeptrade ⭐ 262

A LSTM model using Risk Estimation loss function for stock trades in market

Har Stacked Residual Bidir Lstms ⭐ 260

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 Audio Classification ⭐ 259

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Nested LSTM Cell

Lightnet ⭐ 249

Efficient, transparent deep learning in hundreds of lines of code.

Caption_generator ⭐ 249

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Tensorflow_novelist ⭐ 244

模仿莎士比亚创作戏剧！屌炸天的是还能创作金庸武侠小说！快star，保持更新！！

Ntm One Shot Tf ⭐ 238

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Icdar 2019 Sroie ⭐ 238

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

Speech Emotion Recognition ⭐ 236

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Sign Language Gesture Recognition ⭐ 232

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Haste: a fast, simple, and open RNN library

1-100 of 268 projects

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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