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141 search results found

Ailearning ⭐ 37,934

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Char Rnn ⭐ 11,227

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

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.

Tensorflow_poems ⭐ 3,152

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 ⭐ 3,074

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 ⭐ 2,743

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

Char Rnn Tensorflow ⭐ 2,622

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

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

Spago ⭐ 1,691

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

Awesome Ocr ⭐ 1,600

A curated list of promising OCR resources

Stock Rnn ⭐ 1,339

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

Word Rnn Tensorflow ⭐ 1,261

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

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

Stockpriceprediction ⭐ 1,132

Stock Price Prediction using Machine Learning Techniques

Lstmvis ⭐ 1,046

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

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)

Recurrentjs ⭐ 864

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Seq2seq Chatbot ⭐ 826

Chatbot in 200 lines of code using TensorLayer

Telemanom ⭐ 793

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.

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Ad_examples ⭐ 738

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.

Machine Learning on Sequential Data Using a Recurrent Weighted Average

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

Multi Class Text Classification Cnn Rnn ⭐ 554

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

Latex_ocr_pro ⭐ 552

🎨 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Dynamic Tensorflow Tutorial ⭐ 515

Tensorflow tutorial of building different dynamic recurrent neural network

Video Classification ⭐ 498

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

Aiinterview ⭐ 493

算法工程师面试题整理

Genmusic_demo_list ⭐ 477

a list of demo websites for automatic music generation research

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Stock Price Prediction Lstm ⭐ 425

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Yellowfin ⭐ 402

auto-tuning momentum SGD optimizer

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

Stock Prediction Deep Neural Learning ⭐ 385

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

Papers For Molecular Design Using Dl ⭐ 367

List of molecular design using Generative AI and Deep Learning

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Deepmark ⭐ 363

THE Deep Learning Benchmarks

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Basicocr ⭐ 324

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

Chinese Chatbot ⭐ 318

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传

Nlp_thai_resources ⭐ 316

More than 50+ collections of Thai Natural Language Processing libraries. Update daily.

Thesemicolon ⭐ 312

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

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Haste: a fast, simple, and open RNN library

Keras Anomaly Detection ⭐ 298

Anomaly detection implemented in Keras

Scalecast ⭐ 292

The practitioner's forecasting library

Deeplearning.ai Assignments ⭐ 286

Har Stacked Residual Bidir Lstms ⭐ 283

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.

🥕 Evolutionary Neural Networks in JavaScript

Rnnsharp ⭐ 272

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.

Lstm_rnn_tutorials_with_demo ⭐ 268

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Unet Zoo ⭐ 262

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

Load_forecasting ⭐ 260

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Nested LSTM Cell

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Lightnet ⭐ 236

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

Caption_generator ⭐ 233

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

Relational Rnn Pytorch ⭐ 228

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

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Cond_rnn ⭐ 212

Conditional RNNs for Tensorflow / Keras.

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Handwriting Synthesis ⭐ 199

Implementation of "Generating Sequences With Recurrent Neural Networks" https://arxiv.org/abs/1308.0850

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Keras Lmu ⭐ 196

Keras implementation of Legendre Memory Units

在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下，众多行业迎来了前所未有的发展机遇，

Lstm_anomaly_thesis ⭐ 191

Anomaly detection for temporal data using LSTMs

Char Rnn Chinese ⭐ 190

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.

Sign Language Gesture Recognition ⭐ 185

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Lstm Music Genre Classification ⭐ 184

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

Reasoning Over Knowledge Graph Paths for Recommendation

Stylenet ⭐ 183

A cute multi-layer LSTM that can perform like a human 🎶

Rnn For Human Activity Recognition Using 2d Pose Input ⭐ 182

Activity Recognition from 2D pose using an LSTM RNN

Stockprediction ⭐ 176

Plain Stock Close-Price Prediction via Graves LSTM RNNs

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

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)

Rnn_text_classify ⭐ 160

Text classification using LSTM

E3d_lstm ⭐ 158

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

A Keras library for multi-step time-series forecasting.

A visualization tool for understanding and debugging RNNs

Poetry Seq2seq ⭐ 154

Chinese Poetry Generation

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Chinese_nlp ⭐ 153

Chinese Natural Language Processing tools and examples

Deep News Summarization ⭐ 152

News summarization using sequence to sequence model with attention in TensorFlow.

Bidirectional_rnn ⭐ 152

bidirectional lstm

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