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Search results for keras lstm

342 search results found

Screenshot To Code ⭐ 14,132

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

Lstm Neural Network For Time Series Prediction ⭐ 4,220

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Keras Resources ⭐ 3,174

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Twitter Sentiment Analysis ⭐ 1,322

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

基于LSTM的时间序列预测研究

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

Speech Emotion Recognition ⭐ 570

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

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Predictive Maintenance Using Lstm ⭐ 507

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

Visual Qa ⭐ 476

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

Onnx2tf ⭐ 461

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Dancenet ⭐ 453

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

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Lstm Fcn ⭐ 388

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

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Sentimentanalysis ⭐ 331

文本情感分析

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

Thesemicolon ⭐ 312

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

Keras Anomaly Detection ⭐ 298

Anomaly detection implemented in Keras

Scalecast ⭐ 292

The practitioner's forecasting library

Kekoxtutorial ⭐ 289

전 세계의 멋진 케라스 문서 및 튜토리얼을 한글화하여 케라스x코리아를 널리널리 이롭게합니다.

Stock_predict_with_lstm ⭐ 286

Predict stock with LSTM supporting pytorch, keras and tensorflow

Speech Emotion Recognition ⭐ 273

Speaker independent emotion recognition

Image Captioning ⭐ 246

Image Captioning using InceptionV3 and beam search

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Dl Models For Qa ⭐ 241

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Caption_generator ⭐ 233

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

Lstm Siamese Text Similarity ⭐ 201

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Hg Mldl ⭐ 199

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Keras Lmu ⭐ 196

Keras implementation of Legendre Memory Units

Nntimeseries ⭐ 188

Lstm Music Genre Classification ⭐ 184

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

Keras_lstm_diagram ⭐ 180

Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.

Video Classification Cnn And Lstm ⭐ 176

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

Siamese Lstm ⭐ 172

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

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".

Document Classifier Lstm ⭐ 167

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

Lstm_learn ⭐ 166

a implement of LSTM using Keras for time series prediction regression problem

Text Emotion Classification ⭐ 165

Archived - not answering issues

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

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

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.

Semanaly ⭐ 137

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

See Rnn ⭐ 135

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

Lstm_attention ⭐ 131

attention-based LSTM/Dense implemented by Keras

Ntm_keras ⭐ 130

An implementation of the Neural Turing Machine as a keras recurrent layer.

Data_science ⭐ 125

daily curated links in DS, DL, NLP, ML

Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125

Keras Kaldi ⭐ 124

Keras Interface for Kaldi ASR

Sarcasmdetection ⭐ 120

Sarcasm detection on tweets using neural network

Limit_orderbook_prediction ⭐ 119

Character-Aware Neural Language Models. A keras-based implementation

Vizdoom Keras Rl ⭐ 118

Reinforcement Learning in Keras on VizDoom

Contextual Utterance Level Multimodal Sentiment Analysis ⭐ 116

Context-Dependent Sentiment Analysis in User-Generated Videos

Multilstm ⭐ 111

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

Repo 2016 ⭐ 105

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

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Exermote ⭐ 103

Using Machine Learning to predict the type of exercise from movement data

Keras Image Captioning ⭐ 100

An implementation of image captioning in Keras

Keras Timeseries Prediction ⭐ 94

Time series prediction with Sequential Model and LSTM units

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....

Lstm_chem ⭐ 91

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Object Tracking ⭐ 86

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

Nested Lstm ⭐ 84

Keras implementation of Nested LSTMs

Neural Disaggregator ⭐ 82

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

Keras Lstm Trajectory Prediction ⭐ 81

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

Convlstm ⭐ 78

Convolutional LSTM for video segmentation with Keras

Keras Sru ⭐ 75

Implementation of Simple Recurrent Unit in Keras

Copper_price_forecast ⭐ 73

copper price(time series) prediction using bpnn and lstm

Keras_generative_pg ⭐ 73

A Deep Generative Framework for Paraphrase Generation Implementaion

Mmwave Gesture Recognition ⭐ 73

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

Basic Machine Learning ⭐ 71

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

Lstm Text Generation ⭐ 70

Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣

Machine Learning Learning Path ⭐ 65

Sequence To Sequence Learning Of Financial Time Series In Algorithmic Trading ⭐ 61

My bachelor's thesis—analyzing the application of LSTM-based RNNs on financial markets. 🤓

Securitai Lstm Model ⭐ 59

Keras Utility Layer Collection ⭐ 59

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

Abivirnet ⭐ 56

Attention Bidirectional Video Recurrent Net

Time Series Forecasting Rnn Tensorflow ⭐ 56

Time series forecasting

Pointer Networks Experiments ⭐ 55

Sorting numbers with pointer networks

Transform sequence of words into a fix-length representation vector

Siraj_chatbot_challenge ⭐ 53

Entry for machine learning

Gdax Orderbook Ml ⭐ 53

Application of machine learning to the Coinbase (GDAX) orderbook

Textclassification ⭐ 52

deep learning in text classification(keras)

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪

Question Answer Selection ⭐ 52

biLSTM/CNN based deep learning framework for Question Answer Selection.

Stock Price Predict ⭐ 52

Implementation of seq2seq with attention in keras

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