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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
Spago
⭐
859
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
in progress
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.
Vad
⭐
627
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
Qa
⭐
527
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
Kraken
⭐
311
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
Cs291k
⭐
291
🎭 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
Carrot
⭐
267
🥕 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).
Nlstm
⭐
249
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.
Kprn
⭐
222
Reasoning Over Knowledge Graph Paths for Recommendation
1-100 of 267 projects
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Advertising
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📦 192
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📦 78
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📦 73
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📦 113
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📦 80
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📦 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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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