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512 search results found

Deep Learning Random Explore ⭐ 172

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Tensorflow On Android For Human Activity Recognition With Lstms ⭐ 158

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

Data Scientist Books ⭐ 158

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

E3d_lstm ⭐ 158

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

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

Language Modeling

Deep News Summarization ⭐ 152

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

Bidirectional_rnn ⭐ 152

bidirectional lstm

Recommender systems for Go

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

Deep Algotrading ⭐ 145

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

Deepknowledgetracing ⭐ 143

source code for the paper Deep Knowledge Tracing

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Kaggle Competition Favorita ⭐ 138

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Phasedlstm Keras ⭐ 138

Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]

Deep Learning Resources ⭐ 138

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

See Rnn ⭐ 135

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

Deepfake_detection_using_deep_learning ⭐ 129

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

Question Answering ⭐ 128

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Pytorch_convolutional_rnn ⭐ 124

PyTorch implementation of Convolutional Recurrent Neural Network

Deep Lyrics ⭐ 123

Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

Sluice Networks ⭐ 119

Code for Sluice networks: Learning what to share between loosely related tasks

Tensorflow Phased Lstm ⭐ 118

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

Understanding Pytorch Batching Lstm ⭐ 118

Understanding and visualizing PyTorch Batching with LSTM

Twitter Emotion Recognition ⭐ 116

Models for predicting emotions from English tweets.

Context ⭐ 116

ConText v4: Neural networks for text categorization

Abstractive Summarization ⭐ 113

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Pytorch_handbook ⭐ 111

pytorch_handbook

Lightnn ⭐ 111

The light deep learning framework for study and for fun. Join us!

Ceemdan_lstm ⭐ 109

CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

Deep Siamese Text Similarity ⭐ 108

基于siamese-lstm的中文句子相似度计算

Stock Price Predictor ⭐ 107

This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Deep_image_model ⭐ 102

Deep convolution/recurrent neural network project with TensorFlow

Battery Rul Estimation ⭐ 102

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

Cryptocurrency Prediction With Artificial Intelligence ⭐ 101

First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT

Text_predictor ⭐ 99

Char-level RNN LSTM text generator📄.

Deep learning program generator

Contracode ⭐ 96

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

Sentencesentimentclassifier ⭐ 92

Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比，包括决策树，贝叶斯，KNN, SVM ,MLP, CNN, LSTM实现

Deep Learning Based Ecg Annotator ⭐ 92

Annotation of ECG signals using deep learning, tensorflow’ Keras

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

Deepdriver ⭐ 90

DeepDriver is a JAVA framework of Deep Learning, it supports ANN/CNN/DNN/RNN/LSTM now, hope it can be widely used for deep learning development.

Deep recommender systems for Rust

Demand_forecast ⭐ 88

Lasagne4bio ⭐ 88

Siamcrnn ⭐ 88

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

Psgd_torch ⭐ 86

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

Autosleepscorer ⭐ 86

An open-source sleep stage classification Python package

DeepMod: a deep-learning tool for genomic-scale, strand-sensitive and single-nucleotide based detection of DNA modifications

Mmwave Localization Learning ⭐ 85

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

This repo contains code to detect sarcasm from text in discussion forum using deep learning

Gait Recognition Using Smartphones ⭐ 82

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

Tom Chang Deep Lyrics ⭐ 79

基於 LSTM 深度學習方法研發而成的張雨生歌詞產生模型，致敬張雨生

Language Translation ⭐ 79

Neural machine translator for English2German translation.

Translit Rnn ⭐ 78

Automatic transliteration with LSTM

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Stock_prediction ⭐ 77

基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks

Pred Rnn ⭐ 76

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Deepseqslam ⭐ 76

The Official Deep Learning Framework for Robot Place Learning

Keras_generative_pg ⭐ 73

A Deep Generative Framework for Paraphrase Generation Implementaion

Learning Tensorflow ⭐ 73

Using tensorflow to implement different deep learning model

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Twitter Sentiment Analysis Classical Approach Vs Deep Learning ⭐ 70

This project's aim, is to explore the world of Natural Language Processing (NLP) by building what is known as a Sentiment Analysis Model. We will be implementing and comparing both a Naïve Bayes and a Deep Learning LSTM model.

Image Caption Generator ⭐ 70

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Time Series Forecasting Tensorflowjs ⭐ 69

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

Better_lstm_pytorch ⭐ 69

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

Torch Lrcn ⭐ 66

An implementation of the LRCN in Torch

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Pytorch_sentiment_rnn ⭐ 64

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

Quora_question_pairs ⭐ 64

Kaggle Quora 第21名解决方案

Retro Contest Sonic ⭐ 62

World Models applied to the Open AI Sonic Retro Contest

Federated Learning ⭐ 62

An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch

Wsae Lstm ⭐ 61

implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)

Generative_audio ⭐ 60

MSc AI Project on generative deep networks and neural style transfer for audio

Chicksexer ⭐ 60

A Python package for gender classification.

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Rul_prediction ⭐ 59

remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

Text_matching ⭐ 59

文本相似度计算／文本匹配

Keras Utility Layer Collection ⭐ 59

Collection of custom layers and utility functions for Keras which are missing in the main framework.

End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Matlabsamples ⭐ 58

🧐 Matlab Samples 👽 keep updating

Time Attention ⭐ 58

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

Automatic trading bot (WIP)

Ntua Slp Semeval2018 ⭐ 58

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Deep Eos ⭐ 57

General-Purpose Neural Networks for Sentence Boundary Detection

Gradient Samples ⭐ 57

Samples for TensorFlow binding for .NET by Lost Tech

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

Abivirnet ⭐ 56

Attention Bidirectional Video Recurrent Net

A recurrent/memory-based neural network library implemented from scratch in C.

Mhms_deeplearning ⭐ 55

Machine Learning Library, written in J

Char_rnn_lm_zh ⭐ 54

language model in Chinese，基于Pytorch官方文档实现

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