rnn-gru

There are 0 repository under rnn-gru topic.

pvlachas / RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rnn rc chaos echo-state-networks recurrent-neural-networks kuramoto-sivashinsky lorenz-96 lorenz-3d reservoir-computing reservoir-computer backpropagation forecasting esn rnn-tensorflow rnn-gru rnn-lstm
Language:Python 95
pvlachas / RNN-Lyapunov-Spectrum
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
rnn-gru rnn-pytorch lyapunov-exponents lyapunov-spectrum
Language:Python 45
nursnaaz / Deeplearning-and-NLP
Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.
kers tensorflow deeplearning python yolov3 opencv-python tensorboard lstm image-recognition rnn-keras rnn-lstm rnn-gru rnn-tensorflow rnn-model keras-tensorflow rnn nlp-machine-learning recommender-system spacy-nlp gensim-word2vec
Language:Jupyter Notebook 32
exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM
Weather forecasting using recurrent neural network
rnn-lstm rnn-gru rnn-keras time-series-analysis
Language:Jupyter Notebook 17
Qianli-Wu / EEG_classification
The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG dataset.
cnn-architecture keras rnn-gru transformer
Language:Python 13
amisha-jodhani / text-generator-harry-potter
text-generator tensorflow rnn-gru neural-network deep-learning harry-potter keras
Language:Jupyter Notebook 11
theRajeshReddy / StackOverFlow-Classification
Multiclass Multilabel prediction for stack overflow Questions using NLP
deep-learning multiclass-classification rnn-gru
Language:Jupyter Notebook 9
xujiuqing2023 / marl-ppo-suite
Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO with various normalization techniques.
mappo multiagent-learning multiagent-reinforcement-learning multiagents pytorch reinforcement-learning-algorithms rnn-gru rnn-pytorch smac starcraft2
Language:Python 9
girivallepu / Trigger-word-detection
Trigger word detection is the technology that allows devices like Amazon Alexa, Google Home, Apple Siri, and Baidu DuerOS to wake up upon hearing a certain word
python rnn-gru rnn-keras trigger-word-detection
5
legalaspro / marl-ppo-suite
Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO and HAPPO with various techniques.
mappo multiagent-learning multiagent-reinforcement-learning multiagents pytorch reinforcement-learning-algorithms rnn-gru rnn-pytorch smac starcraft2 happo heterogeneous-agents parallel-processing ppo smacv2 automation docker runpods wandb
Language:Python 5
christospi / glc-nllp-21
Code and data for the NLLP 2021 paper: `Multi-granular Legal topic Classification on Greek Legislation`
nlp machine-learning deep-learning neural-networks rnn-gru bert-models legaltech legal-documents
Language:Python 4
yashmaniya0 / Respiratory-Sound-Classification-with-BiGRU-and-BiLSTMs
Used RNN architectures to classify the respiratory sound samples into four different categories. This will in turn help detect respiratory diseases in patients.
audio-processing deep-learning keras rnn-gru rnn-lstm tensorflow
Language:Jupyter Notebook 4
ktxlh / manhattan-bigru
Siamese Manhattan Bi-GRU for semantic similarity between sentences
rnn-gru siamese-recurrent-architectures bidirectional-gru sts
Language:Python 3
vls-00 / Neural-Networks-for-Vaccine-Sentiment-Classifier
:robot: :capital_abcd: Making the vaccine sentiment classifier using tweets as datasets with the help of Pytorch Neural Networks and Glove word embeddings. Using both feed-forward nets and bidirectional stacked RNNs.
rnn-pytorch rnn-lstm rnn-gru machine-learning classifier python artificial-intelligence neural-networks
Language:Jupyter Notebook 3
hakula139 / Trump-bot
A simple Twitter bot which tries to mimic Donald Trump
python pytorch deep-learning nlp text-generation rnn-gru
Language:Python 2
hgayan7 / DL-ML-notebooks
Collection of my Deep Learning and Machine Learning notebooks.
deep-learning machine-learning cnn-classification fashion-mnist linear-models autoencoder nlp-machine-learning rnn-gru random-forest custom-object-detection jupyter-notebook tensorflow
Language:Jupyter Notebook 2
kartikchincholikar / Badminton-Analysis
An attempt to collect and use data to find a player's "Patterns of Play". These can be exploited in a match.
markov-chain python rnn data representation rnn-gru
Language:Jupyter Notebook 2
Nishant2018 / GRU-Scratch-
Gated Recurrent Units (GRUs) are a type of RNN designed to capture long-term dependencies in sequential data
deep-learning deeplearning gru rnn-gru
Language:Jupyter Notebook 2
przybm / EPF_in_Poland
r rmarkdown ggplot2 caret glmnet fable time-series time-series-analysis keras rnn rnn-gru arima arimax electricity-price-forecasting electricity-prices regression gpw-tge
Language:R 2
spirospolitis / aueb-msc-data-science
My repo of assignments for the AUEB M.Sc. in Data Science (2018-2020)
data-science machine-learning course aueb statistics text-analysis rnn tensorflow homework assignment mathematics deep-learning text-classification sentiment-analysis sentiment-classification image-classification cnn rnn-gru rnn-lstm
Language:Jupyter Notebook 2
danielwatson6 / neural-punctuator
Seq2Seq model that restores punctuation on English input text.
tensorflow seq2seq seq2seq-model seq2seq-attn seq2seq-tensorflow keras-tensorflow keras keras-implementations keras-layer keras-models deep-learning deep-neural-networks recurrent-neural-networks attention-seq2seq attention-mechanism punctuation-correction nlp wikitext rnn-gru rnn-tensorflow
Language:Python 1
FrancescoGradi / DocumentClassificationwithHANandBERT
Comparison between RNNs and Attention in Document Classification
document-classification rnn-lstm rnn-attention rnn-gru bert
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
robertocarlosmedina / rnn-gru-attention-translator
GRU-Gated Attention Model Implementation in order to train it to translate over Cap-verdian criole to English.
attention dataset gru gru-model machine-translation machine-translation-models rnn rnn-gru rnn-pytorch robertocarlosmedina-codes recurrent-neural-networks
Language:Python 1
TravisMai / CO3029_DataMining_HK222
Stock price prediction using LSTM, GRU and LSTM + GRU (base on VNINDEX)
lstm-gru rnn-gru rnn-lstm
Language:Jupyter Notebook 1
antonioualex / Twitter-Sentiment-Analysis-RNN-GRU-Development
This project focuses on the development of a Recurrent Neural Network (RNN) model using Gated Recurrent Units (GRUs) for Twitter sentiment analysis, along with hyperparameter tuning. The performance of the RNN-GRU model is compared against two pre-existing models
ai bidirectional-gru bigru centroids gru mlp nlp-machine-learning rnn-gru tfidf word-embeddings
Language:Jupyter Notebook 0
hardy30894 / Music-Generation-RNN
Music Generation using Multi-Layer Gradient Recurrent Units. This involves using many-to-many type of RNN for input-output mapping.
gru python recurrent-neural-networks rnn rnn-gru rnn-pytorch
Language:Jupyter Notebook 0
ilanazane / Sentence-Autocompletion-with-GRU
Sentence Autocompletion Project with GRU based RNN using Alice in Wonderland text dataset and NYT comments dataset
python rnn-gru rnn-tensorflow tensorflow text-generation
Language:Jupyter Notebook 0
jashdubal / stackoverflow-classifier
Recurrent Neural Networks (RNNs) to classify Stack Overflow posts using PyTorch
deep-learning neural-network pytorch rnn rnn-gru rnn-lstm stackoverflow machine-learning nlp nlp-machine-learning nltk
Language:Jupyter Notebook 0
lere01 / tutorial_nqs
Introduction to Neural Quantum States
deep-learning deep-learning-physics deep-neural-networks rnn-gru deep-learning-algorithms-for-physicists deep-learning-flax deep-learning-jax neural-quantum-state parameterized-wavefunction rnn-flax transformer-wavefunction
Language:Python 0
moradna / -Lyric-Generation-Recurrent-Neural-Network
Develop a Recurrent Neural Network (RNN) that can learn the lyrics and melodies of songs
deep-learning pythorch rnn rnn-gru rnn-pytorch generator-lyrics
Language:Jupyter Notebook 0
peggia / imdb-sentiment-analysis-investigation
Étude et évaluation de différents modèles de Machine Learning et Deep Learning pour l'analyse des sentiments des critiques IMDB
deep-learning logistic-regression machine-learning-algorithms random-forest-classifier rnn-gru rnn-lstm rnn-tensorflow transfer-learning
Language:Jupyter Notebook 0
A-MoizQ / Street-Fighter-Neuroevolution
Implemented neuroevolutionary algorithm (Genetic Algorithm) onto Street Fighter 2 Turbo
ai ann evolutionary-algorithms game-ai-bot genetic-algorithm ml neuroevolution rnn-gru rnn-models rnn-tensorflow street-fighter-2
Language:Python
akashkriplani / hand-gesture-recognition
A machine learning project for detecting hand gestures for Smart TVs using CNN and RNN
cnn gesture-recognition machine-learning rnn rnn-gru rnn-lstm transfer-learning
Language:Jupyter Notebook
ArmanGuptaIISC / nlp_text_classification
Experiment for understanding RNN architecture
dan nlp rnn-gru rnn-pytorch text-classification
Language:Python
b-tanyileke / deeplearn_pipeline_optimizer
A modular AutoML framework for text classification using the IMDB dataset. The project compares CNN and RNN architectures for sentiment analysis and leverages Optuna for hyperparameter optimization. Built with TensorFlow/Keras, the pipeline is designed to be reusable, and extensible.
cnn-text-classification optuna-optimization rnn-gru tensorflow
Language:Python

rnn-gru

pvlachas / RNN-RC-Chaos

pvlachas / RNN-Lyapunov-Spectrum

nursnaaz / Deeplearning-and-NLP

exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM

Qianli-Wu / EEG_classification

amisha-jodhani / text-generator-harry-potter

theRajeshReddy / StackOverFlow-Classification

xujiuqing2023 / marl-ppo-suite

girivallepu / Trigger-word-detection

legalaspro / marl-ppo-suite

christospi / glc-nllp-21

yashmaniya0 / Respiratory-Sound-Classification-with-BiGRU-and-BiLSTMs

ktxlh / manhattan-bigru

vls-00 / Neural-Networks-for-Vaccine-Sentiment-Classifier

hakula139 / Trump-bot

hgayan7 / DL-ML-notebooks

kartikchincholikar / Badminton-Analysis

Nishant2018 / GRU-Scratch-

przybm / EPF_in_Poland

spirospolitis / aueb-msc-data-science

danielwatson6 / neural-punctuator

FrancescoGradi / DocumentClassificationwithHANandBERT

jungsoh / gru-trigger-word-detection

robertocarlosmedina / rnn-gru-attention-translator

TravisMai / CO3029_DataMining_HK222

antonioualex / Twitter-Sentiment-Analysis-RNN-GRU-Development

hardy30894 / Music-Generation-RNN

ilanazane / Sentence-Autocompletion-with-GRU

jashdubal / stackoverflow-classifier

lere01 / tutorial_nqs

moradna / -Lyric-Generation-Recurrent-Neural-Network

peggia / imdb-sentiment-analysis-investigation

A-MoizQ / Street-Fighter-Neuroevolution

akashkriplani / hand-gesture-recognition

ArmanGuptaIISC / nlp_text_classification

b-tanyileke / deeplearn_pipeline_optimizer