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Search results for tensorflow lstm

472 search results found

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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

Tensorflow_template_application ⭐ 1,869

TensorFlow template application for deep learning

Deep Learning Time Series ⭐ 1,811

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

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

Awesome Deep Learning Resources ⭐ 1,638

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

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Word Rnn Tensorflow ⭐ 1,261

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

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Tensorflow Tutorial ⭐ 886

Some interesting TensorFlow tutorials for beginners.

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.

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Lstm Char Cnn Tensorflow ⭐ 737

Write Rnn Tensorflow ⭐ 672

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

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

Async_deep_reinforce ⭐ 560

Asynchronous Methods for Deep Reinforcement Learning

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.

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Deep Learning ⭐ 517

💻深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

Dynamic Tensorflow Tutorial ⭐ 515

Tensorflow tutorial of building different dynamic recurrent neural network

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Multilabel Timeseries Classification With Lstm ⭐ 487

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

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

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

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Tensorflow Time Series Examples ⭐ 425

Time Series Prediction with tf.contrib.timeseries

Convolutional Lstm In Tensorflow ⭐ 409

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Paraphraser ⭐ 381

Sentence paraphrase generation at the sentence level

Zhihu Text Classification ⭐ 375

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Chinese_poem_generator ⭐ 371

唐诗、宋词生成器，有详细说明

Lstm_ctc_ocr ⭐ 358

Use CTC + tensorflow to OCR

Lstm_tsc ⭐ 345

An LSTM for time-series classification

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!

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Ner Lstm Crf ⭐ 325

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

Paraphrase Id Tensorflow ⭐ 321

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

Qa_match ⭐ 312

A simple effective ToolKit for short text matching

Haste: a fast, simple, and open RNN library

Public_plstm ⭐ 297

Handwriting Generation ⭐ 289

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

Stock_predict_with_lstm ⭐ 286

Predict stock with LSTM supporting pytorch, keras and tensorflow

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.

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

Deepadots ⭐ 270

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

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

Cnn Lstm Caption Generator ⭐ 248

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

Image Captioning ⭐ 246

Image Captioning using InceptionV3 and beam search

Nested LSTM Cell

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

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

Hands On Deep Learning Algorithms With Python ⭐ 241

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

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Ntm One Shot Tf ⭐ 237

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

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Caption_generator ⭐ 233

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

Tensorflow_novelist ⭐ 227

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！！

Neural Vqa Tensorflow ⭐ 221

Visual Question Answering in Tensorflow.

Tf Lstm Char Cnn ⭐ 215

tensorflow rewrite of Yoon Kim's lstm-char-cnn

Cond_rnn ⭐ 212

Conditional RNNs for Tensorflow / Keras.

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Chameleon_recsys ⭐ 202

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

Hg Mldl ⭐ 199

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

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

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，

Sign Language Gesture Recognition ⭐ 185

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Relation Classification Using Bidirectional Lstm Tree ⭐ 183

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Stylenet ⭐ 183

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

该项目用于预测双色球，目前仍处于开发中。（This project is dedicated to forecasting the result of welfare lottery named Union Lotto in China.）

Video Classification Cnn And Lstm ⭐ 176

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

Lstm Autoencoder ⭐ 172

TensorFlow LSTM-autoencoder implementation

Document Classifier Lstm ⭐ 167

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

Lidc_nodule_detection ⭐ 162

lidc nodule detection with CNN and LSTM network

Medical Entity Recognition ⭐ 161

包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗

Rnn_text_classify ⭐ 160

Text classification using LSTM

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

E3d_lstm ⭐ 158

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

A visualization tool for understanding and debugging RNNs

A context awareness framework for Android platform

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

Deep News Summarization ⭐ 152

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

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

Tensorflow Bitcoin Robot ⭐ 149

A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

Char Rnn Tf ⭐ 147

Implement character-level language models for text generation based-on LSTM, in Python/TensorFlow

Nn_ner_tensorflow ⭐ 145

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

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

Thai Word-Segmentation with LSTM in Tensorflow

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.

Image Caption Generator ⭐ 136

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

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