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gru-model

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AFAgarap /gru-svm

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

machine-learning tensorflow svm recurrent-neural-networks artificial-intelligence gru supervised-learning classification intrusion-detection rnn artificial-neural-networks support-vector-machine rnn-tensorflow svm-classifier softmax classification-task gru-svm gru-model

UpdatedMar 24, 2023
Python

BrenoCPimenta /PokerAI

AI algorithm that plays Texas hold 'em poker (part of university research in imperfect information games)

ai poker neural-network pytorch lstm gru rnn lstm-neural-networks texas-holdem texas-holdem-poker rnn-pytorch gametheory gru-model gru-neural-networks

UpdatedMar 21, 2021
Python

HRSadeghi /NeuralPersianPoet

Neural Persian Poet: A sequence-to-sequence model for composing Persian poetry

nlp natural-language-processing neural-network dataset transformer lstm lstm-model seq2seq persian sequence-to-sequence seq2seq-model lstm-neural-networks persian-poetry lstm-neural-network lstm-attention gru-model gru-neural-networks transformers-models composing-persian-poetry persian-poets

UpdatedAug 15, 2022
Jupyter Notebook

daniMusli /roadTrafficForecast

Road Traffic forecasting system on video data built with keras and deployed with flask :

python lstm flask-api keras-tensorflow gru-model

UpdatedSep 17, 2021
Jupyter Notebook

deepakrana47 /GRU_implementation

Gated Recurrent Unit implementation from scratch

recurrent-neural-networks gated-recurrent-units gru-model

UpdatedDec 22, 2017
Python

kanch91 /project-energy

Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.

forecasting lstm-model arima rnn-model statistical-models keras-tensorflow time-series-analysis sarimax moving-average gru-model deep-learning-models exponential-smoothing-models

UpdatedJun 27, 2021
Python

uragirii /Friends-Generator

This is just a simple RNN text generation model that generates new scripts of Friends TV Show.

nlp natural-language-processing friends lstm rnn tensorflow-tutorials tv-series tv-shows rnn-tensorflow lstm-neural-networks gru-model rnn-lstm tensorflow2

UpdatedApr 5, 2020
HTML

DL-hydrological-model

pyaj0 /DL-hydrological-model

Predicting Discharge in Catchment Outlet Using Deep Learning: Case Study of the Ansongo-Niamey Basin

deep-learning hyperparameter-optimization lstm-model hydrological-model gru-model

UpdatedFeb 7, 2022
Jupyter Notebook

jeyadosstimothy /ML-on-CrisisLex

Application of Machine Learning Techniques for Text Classification and Topic Modelling on CrisisLexT26 dataset.

machine-learning random-forest text-classification naive-bayes word-embeddings neural-networks topic-modeling logistic-regression latent-dirichlet-allocation lstm-neural-networks gradient-boosting latent-semantic-analysis count-vectorizer mlp-networks gru-model tf-idf-vectorizer

UpdatedNov 20, 2018
Python

charumakhijani /fake-and-real-news-detection

nlp word-embeddings lstm gru neural-networks lstm-model stemming lemmatization kaggle-dataset countvectorizer glove-embeddings gru-model tf-idf-vectorizer onehot-encoder news-dataset early-stopping reducelearningrate onehot-encoding fake-real-news-dataset sequence-padding

UpdatedSep 30, 2020
Jupyter Notebook

harsh306 /fake_news_detection_deep_learning

This repository is for Fake News Detection using Deep Learning models

python crawler word2vec wordcloud naive-bayes-classifier classification confusion-matrix fake-news preprocessing frequency-analysis tfidf-matrix xgboost-algorithm lda2vec gru-model

UpdatedFeb 21, 2018
HTML

soham-shee /LoadLens

A Load Forecasting Prediction System with Frontend

gru forecasting-models gru-model load-forecasting forecasting-time-series

UpdatedJun 24, 2025
Jupyter Notebook

Sarthak8320 /Stock-Market-Index-Prediction-Using-Fusion-Model-of-Machine-Learning-Techniques

Conducted research in the fusion of machine learning models to improve stock market index prediction accuracy. Evaluated individual models (LSTM, RF, LR, GRU) and compared their performance to fusion prediction models (RF-LSTM, RF-LR, RF-GRU).

machine-learning deep-learning random-forest linear-regression neural-networks lstm-model stock-prediction gru-model fusion-approach

UpdatedJun 2, 2024
Python

Ebrahiminegin67 /RNN_TimeSeries_Project

Deep learning project focusing on time series prediction and classification using RNN, LSTM, and GRU models.

deep-learning time-series pytorch rnn-tensorflow lstm-neural-networks time-series-prediction gru-model

UpdatedNov 10, 2025
Python

Xernnn /TSA-Midterm

Time Series Data and Analysis Course Project - Predict HPG and MWG Stock Prices using ARIMA, LSTM, and GRU model

lstm-model time-series-analysis arima-model gru-model

UpdatedSep 18, 2024
Jupyter Notebook

tashi-2004 /Stock-Price-Forecasting-using-Financial-and-Twitter-Data

This project integrates stock market analysis, tweet sentiment analysis, and stock price forecasting using ARIMA and GRU. It fetches data from MySQL, MongoDB, and streams via Kafka. YCSB benchmarks MySQL and MongoDB performance. The system predicts stock prices and analyzes public sentiment.

mysql benchmark mongodb sentiment-analysis stock-market stock-price-prediction apache-kafka twitter-sentiment-analysis predictive-modeling financial-analysis ycsb arima-model time-series-forecasting gru-model apache-kafka-producer apache-kafka-consumer dashboard-development

UpdatedApr 23, 2025
Jupyter Notebook

robertocarlosmedina /rnn-gru-attention-translator

GRU-Gated Attention Model Implementation in order to train it to translate over Cap-verdian criole to English.

machine-translation recurrent-neural-networks dataset gru rnn attention rnn-pytorch gru-model rnn-gru machine-translation-models robertocarlosmedina-codes

UpdatedOct 12, 2022
Python

YoweioY /Movie_review_sentiment_analysis

電影評論情緒分析

lstm-model gru-model

UpdatedJan 4, 2024
Python

mehdisahraeei /Intro-Gru

Introductory-Gru

deep-learning gru lstm-model rnn-model gru-model gated-recurrent-unit

UpdatedJun 23, 2023
Jupyter Notebook

PhanChenh /Optimizing_Sentiment_Models_NLPproject

Optimizing Sentiment Analysis Models for Accurate Predictions

sentiment-analysis word2vec embeddings nlp-machine-learning lstm-neural-networks glove-embeddings lstm-attention gru-model fast-text

UpdatedMar 21, 2025
Jupyter Notebook

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