The Top 267 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 267 Lstm Open Source Projects

Categories > Machine Learning > Lstm

Tesseract ⭐ 39,606

Tesseract Open Source OCR Engine (main repository)

Ailearning ⭐ 29,496

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

Screenshot To Code ⭐ 13,271

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

Easyocr ⭐ 11,236

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

Numpy Ml ⭐ 9,677

Machine learning, in numpy

Ml5 Library ⭐ 4,749

Friendly machine learning for the web! 🤖

Stock Prediction Models ⭐ 3,698

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

Tensorflow_poems ⭐ 3,338

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！

Lstm Human Activity Recognition ⭐ 2,810

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

Pytorch Seq2seq ⭐ 2,787

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

Automatic_speech_recognition ⭐ 2,722

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

Deepjazz ⭐ 2,707

Deep learning driven jazz generation using Keras & Theano!

Pytorch Sentiment Analysis ⭐ 2,690

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

Pytorch Kaldi ⭐ 1,991

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 ⭐ 1,837

TensorFlow template application for deep learning

Awd Lstm Lm ⭐ 1,810

LSTM and QRNN Language Model Toolkit for PyTorch

Deeplearningfornlpinpytorch ⭐ 1,696

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

Ncrfpp ⭐ 1,689

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.

Nlp Models Tensorflow ⭐ 1,499

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

Deeplearning_tutorials ⭐ 1,455

The deeplearning algorithms implemented by tensorflow

Awesome Deep Learning Resources ⭐ 1,419

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 ⭐ 1,295

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

Stock Rnn ⭐ 1,235

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

Aialpha ⭐ 1,211

Use unsupervised and supervised learning to predict stocks

Caffe_ocr ⭐ 1,163

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

Pytorchtext ⭐ 1,029

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 ⭐ 1,009

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Twitter Sentiment Analysis ⭐ 998

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

Tensorflow Onnx ⭐ 936

Convert TensorFlow models to ONNX

Awesome Mad Science ⭐ 917

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

Tensorflow Tutorial ⭐ 894

Some interesting TensorFlow tutorials for beginners.

Lstm Sentiment Analysis ⭐ 890

Sentiment Analysis with LSTMs in Tensorflow

Deep Learning Time Series ⭐ 861

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

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

Seq2seq Chatbot ⭐ 782

Chatbot in 200 lines of code using TensorLayer

Python_autocomplete ⭐ 779

A simple neural network for python autocompletion

Getting Things Done With Pytorch ⭐ 777

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.

Lstm Char Cnn Tensorflow ⭐ 739

Stockpriceprediction ⭐ 715

Stock Price Prediction using Machine Learning Techniques

Text Classification ⭐ 686

Implementation of papers for text classification task on DBpedia

Conv Emotion ⭐ 668

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

Ad_examples ⭐ 653

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.

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

Telemanom ⭐ 612

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.

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.

Video Classification ⭐ 565

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

Attention Networks For Classification ⭐ 547

Hierarchical Attention Networks for Document Classification in PyTorch

Textclassificationbenchmark ⭐ 538

A Benchmark of Text Classification in PyTorch

Ner Lstm ⭐ 534

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 ⭐ 520

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

Lstm Fcn ⭐ 490

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

Musical Neural Net ⭐ 478

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

Dancenet ⭐ 472

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

Cryptocurrencyprediction ⭐ 467

Predict Cryptocurrency Price with Deep Learning

Pytorch Ntm ⭐ 459

Neural Turing Machines (NTM) - PyTorch Implementation

Tensorflow Lstm Regression ⭐ 436

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Sentimentanalysis ⭐ 436

文本情感分析

Flow Forecast ⭐ 433

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

Chinese_poem_generator ⭐ 431

唐诗、宋词生成器，有详细说明

Actionai ⭐ 423

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

Zhihu Text Classification ⭐ 392

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Easy Deep Learning With Keras ⭐ 369

Keras tutorial for beginners (using TF backend)

Handwriting Generation ⭐ 363

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

Predictive Maintenance Using Lstm ⭐ 356

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

Personality Detection ⭐ 347

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

Thesemicolon ⭐ 346

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

Cnn_lstm_ctc_tensorflow ⭐ 345

CNN+LSTM+CTC based OCR implemented using tensorflow.

Stock Trading Ml ⭐ 344

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

Keras Anomaly Detection ⭐ 340

Anomaly detection implemented in Keras

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。

Ner Lstm Crf ⭐ 337

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

Bcdu Net ⭐ 328

BCDU-Net : Medical Image Segmentation

Crnn_attention_ocr_chinese ⭐ 316

CRNN with attention to do OCR,add Chinese recognition

Deep_srl ⭐ 315

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

OCR engine for all the languages

Theano_lstm ⭐ 310

🔬 Nano size Theano LSTM module

Unet Zoo ⭐ 305

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

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

Image Captioning ⭐ 290

Image Captioning using InceptionV3 and beam search

Paraphraser ⭐ 290

Sentence paraphrase generation at the sentence level

Cryptocurrency Price Prediction ⭐ 282

Cryptocurrency Price Prediction Using LSTM neural network

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.

Deeplearning.ai Assignments ⭐ 271

🥕 Evolutionary Neural Networks in JavaScript

Deeptrade ⭐ 259

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

Har Stacked Residual Bidir Lstms ⭐ 253

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.

Trafficflowprediction ⭐ 253

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

Nested LSTM Cell

Lightnet ⭐ 247

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

Tensorflow_novelist ⭐ 245

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！！

Caption_generator ⭐ 243

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

Qa_match ⭐ 243

A simple effective ToolKit for short text matching

Crnn Audio Classification ⭐ 242

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Ntm One Shot Tf ⭐ 238

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

Deeptrade_keras ⭐ 229

Natural Language Processing With Tensorflow ⭐ 224

Natural Language Processing with TensorFlow, published by Packt

Video Classification Cnn And Lstm ⭐ 222

To classify video into various classes using keras library with tensorflow as back-end.

Reasoning Over Knowledge Graph Paths for Recommendation

1-100 of 267 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