gated-recurrent-units 开源项目推荐（85 个）

AFAgarap /malware-classification

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

MuhammedBuyukkinaci /TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

nikhils10 /Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU-

Comparing Long Term Short Memory (LSTM) & Gated Re-current Unit (GRU) during forecasting of oil price .Exploring multivariate relationships between West Texas Intermediate and S&P 500, Dow Jones Utility Avg, US Dollar Index Futures , US 10 Yr Treasury Bonds , Gold Futures.

mvoassis /CIC-DDoS2019-DeepLearning

🛡️ A GRU deep learning system against attacks in Software Defined Networks (SDN).

mravanelli /theano-kaldi-rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

MartinuzziFrancesco /RecurrentLayers.jl

A comprehensive collection of 35+ recurrent neural network layers for Flux.jl

pavancm /CONVIQT

Official implementation for "CONVIQT: Contrastive Video Quality Estimator"

jha-prateek /Stock-Prediction-RNN

Stock Price prediction for Yahoo Inc. using GRU (Gated Recurrant Units) in Keras. Predicting closing price for Yahoo stocks

MartinuzziFrancesco /torchrecurrent

A collection of 30+ PyTorch-compatible implementations of recurrent layers

Moeinh77 /Chatbot-with-TensorFlow-and-Keras

Chatbot using Seq2Seq model and Attention

manankshastri /Trigger-Word-Detection

Construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wakeword detection).

Barbany /Multi-speaker-Neural-Vocoder

Bachelor's thesis carried at Universitat Politecnica de Catalunya in partial fullfilment of the requirements for the degree in Telecommunications Technologies and Services Engineering

vinayakumarr /CNN-RNN

Image classification using CNN

chadvik88 /GoalHighlighter.AI

Automatically extracts goal highlights from football/soccer match videos using AI-powered ball tracking, scoreboard detection and crowd cheer analysis.

sourcecode369 /deep-natural-language-processing

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

farzadasgari /evap

Lake surface water evaporation modeling using remote-sensed water quality parameters (CHL, CDOM, TSM, temperature) and Bayesian-optimized LSTM/GRU hybrids validated against Penman-FAO.

deepakrana47 /GRU_implementation

Gated Recurrent Unit implementation from scratch

ajaykumarvarma /Doctor-Handwriting-Recognition

doctor_prescription_recognization_using_DeepLearning project for epics

Rumeysakeskin /Image-Captioning

Image captioning with a benchmark of CNN-based encoder and GRU-based inject-type (init-inject, pre-inject, par-inject) and merge decoder architectures

sourcecode369 /deeplearning.ai-projects

This repository contains Jupyter Notebook Files of some state of the art projects that I completed during my internship program in deeplearning.ai. The project files are divided into 5 main categories or respective courses that the deeplearning.ai provides.