gated-recurrent-unit

There are 2 repositories under gated-recurrent-unit topic.

BarnesLab / Patient2Vec
Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
attention-mechanism gated-recurrent-unit hospitalization ehr personalization representation-learning deep-learning deep-feature-extraction lstm healthcare electronic-health-records
Language:Python 107
ROBINADC / BiGRU-CRF-with-Attention-for-NER
Named Entity Recognition (NER) with different combinations of BiGRU, Self-Attention and CRF
named-entity-recognition crf self-attention gated-recurrent-unit
Language:Python 61
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.
tensorflow long-short-term-memory-models sentiment-analysis sentiment-classification amazon-reviews tensorflow-examples tensorflow-tutorials tensorflow-gpu tensorflow-experiments tensorflow-api gated-recurrent-units gated-recurrent-unit gru lstm lstm-neural-networks lstm-sentiment-analysis lstm-sentiment-classification low-level text-classification text-classifier
Language:Python 53
jingwenshi-dev / Weather-Forecasting-by-GRU-Transformer
Predict the next 24 hours' temperatures by GRU and Transformer
prediction time-series gated-recurrent-unit deep-learning transformer
Language:Jupyter Notebook 16
georgezoto / RNN-LSTM-NLP-Sequence-Models
Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.
ai machine-learning deep-learning sequence-models recurrent-neural-network gated-recurrent-unit long-short-term-memory natural-language-processing word-embedding attention-model language-modeling text-generation music-generation sentiment-classification debiasing speech-recognition trigger-word-detection
Language:Jupyter Notebook 15
TATU-hacker / CNN-LSTM-GRU
Next–Generation Intrusion Detection for IoT EVCS: Integrating CNN, LSTM, and GRU Models
convolutional-neural-network cybersecurity deep-learning edge-iiotset electric-vehicle-charging-station ensemble-learning gated-recurrent-unit internet-of-things intrusion-detection-system long-short-term-memory
Language:Jupyter Notebook 9
lbasek / named-entity-recognition
Named Entity Recognition - Python - Keras
natural-language-processing named-entity-recognition neural-network keras gated-recurrent-unit long-short-term-memory word-embeddings glove character-embeddings
Language:Python 8
dizcza / stm32f429-chars
STM32F429 Online handwritten character classification with Gated Recurrent Unit Neural Network
stm32f429 x-cube-ai gru gated-recurrent-unit neural-network deep
Language:C 6
denismurphy / gru-coreml
CoreML compatible GRU neural network for dynamic prediction
coreml coremltools educational gated-recurrent-unit gru ios keras nuralnetwork python swift tensorflow
Language:Python 5
SSQ / Coursera-Ng-Sequence-Models
sequence-models recurrent-neural-network language-model gated-recurrent-unit long-short-term-memory bidirectional-rnn deep-rnns word-embeddings word2vec glove debias-word-embedding
Language:HTML 3
furk4neg3 / Sales-Forecasting
Created AI models to forecast Wallmart's sales. Used different models, like dense, LSTM, GRU and naive model. Different window and horizon sizes are used too. Compared models visually at the end.
artificial-intelligence data-preparation data-visualization deep-learning forecasting gated-recurrent-unit lstm tensorflow tensorflow2
Language:Jupyter Notebook 2
jo0707 / sentiment-analysis
Sentiment Analysis attempt and comparison in chess.com play store review using multiple algorithm and feature extraction
deep-learning gated-recurrent-unit machine-learning ngram ngrams sentiment-analysis svm tf-idf vader
Language:Jupyter Notebook 2
RezaSaadatyar / Deep-Learning-in-python
Deep Learning in python
convolutional-neural-network gated-recurrent-unit long-short-term-memory recurrent-neural-network
Language:Jupyter Notebook 2
bhcao / pyolhccr
Python library and tools for online handwritten Chinese character recognition
casia-dataset chinese-handwriting-recogniting deep-convolutional-network feature-extraction gated-recurrent-unit graph-neural-network input-method long-short-term-memory online-handwriting-recognition recurrent-neural-networks
Language:Jupyter Notebook 1
chuksoo / Deep-Learning-Specialization
This repository contains notes, slides, labs, assignments and projects for the Deep Learning Specialization by DeepLearning.AI and Coursera.
artificial-neural-networks attention-model backpropagation convolutional-neural-networks deep-learning facial-recognition gated-recurrent-unit long-short-term-memory multi-task-learning natural-language-processing object-detection recurrent-neural-networks tensorflow transfer-learning transformer
Language:Jupyter Notebook 1
gtancev / MD-GRU
Code for Multi-dimensional Gated Recurrent Units for the Segmentation of Biomedical Data
deep-learning medical-imaging convolutional-neural-network gated-recurrent-unit convolutional-gru
Language:Python 1
jungsoh / gru-trigger-word-detection
Recurrent neural network with GRUs for trigger word detection from an audio clip
gated-recurrent-unit recurrent-neural-network convolutional-layers batch-normalization dropout-layers trigger-word-detection speech-recognition gru rnn-gru
Language:Jupyter Notebook 1
lekod / knowledge-graph-git
I constructed a knowledge graph of stakeholders of Bavarian state ministries and used network analysis to calculate statistics. Furthermore time-series feature forecasting and topological link prediction was employed to analyze the evolution of the network.
gated-recurrent-unit knowledge-graph link-prediction neo4j-database time-series-forecasting xgboost-classifier
Language:Python 1
Mohamed-derbeli / Natural-Language-Processing-in-TensorFlow
This repository includes course assignments of Natural Language Processing in TensorFlow on Coursera by DeepLearning.AI
nlp machine-learning tensorflow tokenization gated-recurrent-unit long-short-term-memory reccurent-neural-network
Language:Jupyter Notebook 1
mrodriguezsanz / DeepLearningAI-DeepLearningSpecialization
Participants in this Specialization have the opportunity to construct and train various neural network architectures, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Transformers. They learn to enhance these networks with techniques such as Dropout, BatchNorm, Xavier/He initialization, among others.
artificial-neural-networks attention-models backpropagation convolutional-neural-networks decision-making deeplearning facial-recognition gated-recurrent-unit hyperparameter-tuning inductive-transfer long-short-term-memory multi-task-learning natural-language-processing neural neural-network-architectures object-detection python python-programming recurrent-neural-network tensorflow
Language:Jupyter Notebook 1
shreyas-muralidhara / Bitcoin-price-prediction
Implementation of LSTM time series tuned with GRU.
autocorrelation bitcoin cryptocurrency dickey-fuller gated-recurrent-unit lstm seasonal-analysis
Language:Jupyter Notebook 1
soroushmirzaei / projects-notebook-templates
Deep Learning Machine Learning Templates
deep-learning machine-learning convolutional-neural-networks deep-neural-networks gated-recurrent-unit long-short-term-memory recurrent-neural-networks
Language:Jupyter Notebook 1
yarkin06 / Neural-Network-Projects
Codes for EEE 443 Neural Networks Projects
convolutional-neural-network deep-learning neural-networks gated-recurrent-unit long-short-term-memory recurrent-neural-networks
Language:Python 1
Alvov1 / Model-Inversion-Attack-with-GAN
Implementation of the model inversion attack on the Gated-Recurrent-Unit neural network
neural-networks gated-recurrent-unit generative-adversarial-network model-inversion-attacks
Language:Python 0
EdwardQuah / RNN-StockPrediction
Repository for Deep Learning Fundamentals Assignment 3: RNN for Stock Price Prediction
gated-recurrent-unit long-short-term-memory recurrent-neural-network stock-price-prediction
Language:Jupyter Notebook 0
luisosorio3214 / Microsoft-Stock-Analysis
Microsoft Stock Deep Learning Model Prediction and Story Timeline Analysis.
dashboard deep-learning gated-recurrent-unit github-pages html-css long-short-term-memory markdown microsoft powerbi r stock-market storytelling yahoo-finance
0
willy377 / Prediction-and-Analysis-of-Dogecoin-Price-Movements-with-Gated-Recurrent-Unit-GRU
This repository contains a prediction model and simple analysis tool for dogecoin price movements using Gated Recurrent Units (GRU). The dataset used is daily Dogecoin from 25 December 2017 to 31 December 2024 (7 years 1 week) which is recorded every day.
data-science deep-learning dogecoin gated-recurrent-unit predictive-analytics predictive-modeling cryptocurrency
Language:Jupyter Notebook 0
adityaa30 / machine-translator
Algorithm to convert between various languages with the help of NLP techniques
natural-language-processing machine-learning gated-recurrent-unit
Language:Python
IAmFarrokhnejad / Stock-Forecasting-RNN
LSTM vs GRU
deep-learning-algorithms deep-neural-networks deeplearning gated-neural-network gated-recurrent-unit gated-recurrent-units gru lstm lstm-model lstm-neural-networks neural-network neural-networks neuralnetwork neuralnetworks python pytorch time-series
Language:Python
mehdisahraeei / Intro-Gru
Introductory-Gru
deep-learning gated-recurrent-unit gru rnn-model gru-model lstm-model
Language:Jupyter Notebook
saadtariq-ds / Next-Word-Prediction
This project aims to develop a deep learning model for predicting the next word in a given sequence of words. The model is built using LSTM and GRU networks, which are well-suited for sequence prediction tasks
deep-learning deep-neural-networks gated-recurrent-unit gated-recurrent-units hamlet keras keras-tensorflow long-short-term-memory lstm next-word-prediction prediction python shakespeare tensorflow
Language:Jupyter Notebook

gated-recurrent-unit

BarnesLab / Patient2Vec

ROBINADC / BiGRU-CRF-with-Attention-for-NER

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

jingwenshi-dev / Weather-Forecasting-by-GRU-Transformer

georgezoto / RNN-LSTM-NLP-Sequence-Models

TATU-hacker / CNN-LSTM-GRU

lbasek / named-entity-recognition

dizcza / stm32f429-chars

denismurphy / gru-coreml

SSQ / Coursera-Ng-Sequence-Models

furk4neg3 / Sales-Forecasting

jo0707 / sentiment-analysis

RezaSaadatyar / Deep-Learning-in-python

bhcao / pyolhccr

chuksoo / Deep-Learning-Specialization

gtancev / MD-GRU

jungsoh / gru-trigger-word-detection

lekod / knowledge-graph-git

Mohamed-derbeli / Natural-Language-Processing-in-TensorFlow

mrodriguezsanz / DeepLearningAI-DeepLearningSpecialization

shreyas-muralidhara / Bitcoin-price-prediction

soroushmirzaei / projects-notebook-templates

yarkin06 / Neural-Network-Projects

Alvov1 / Model-Inversion-Attack-with-GAN

EdwardQuah / RNN-StockPrediction

luisosorio3214 / Microsoft-Stock-Analysis

willy377 / Prediction-and-Analysis-of-Dogecoin-Price-Movements-with-Gated-Recurrent-Unit-GRU

adityaa30 / machine-translator

IAmFarrokhnejad / Stock-Forecasting-RNN

mehdisahraeei / Intro-Gru

saadtariq-ds / Next-Word-Prediction