Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: rnn-gru

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.

Language: Jupyter Notebook - Size: 5.35 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 1

LtVaios/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.

Language: Jupyter Notebook - Size: 3.11 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

akashkriplani/hand-gesture-recognition

A machine learning project for detecting hand gestures for Smart TVs using CNN and RNN

Language: Jupyter Notebook - Size: 13.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

pvlachas/RNN-RC-Chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

Language: Python - Size: 282 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 76 - Forks: 32

MedChaabane/PyTorchSimpleExamples

Examples from scratch using PyTorch

Language: Jupyter Notebook - Size: 503 KB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.97 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 0

theRajeshReddy/StackOverFlow-Classification

Multiclass Multilabel prediction for stack overflow Questions using NLP

Language: Jupyter Notebook - Size: 182 KB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 7 - Forks: 1

robertocarlosmedina/rnn-gru-attention-translator

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

Language: Python - Size: 359 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

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

Develop a Recurrent Neural Network (RNN) that can learn the lyrics and melodies of songs

Language: Jupyter Notebook - Size: 13 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

danielwatson6/neural-punctuator

Seq2Seq model that restores punctuation on English input text.

Language: Python - Size: 45.9 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

NachiketUN/PatientCaseSimilarityDeepLearning

Repo for Deep learning approach to Patient Case Similarity

Language: Jupyter Notebook - Size: 6.09 MB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

TravisMai/CO3029_DataMining_HK222

Stock price prediction using LSTM, GRU and LSTM + GRU (base on VNINDEX)

Language: Jupyter Notebook - Size: 541 KB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

Qianli-Wu/EEG_classification

This repository contains the final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG dataset.

Language: Python - Size: 60.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

jashdubal/stackoverflow-classification

PyTorch project that uses Recurrent Neural Networks (RNNs) to classify Stack Overflow posts into three main categories: Spark, Machine Learning, and Security.

Language: Jupyter Notebook - Size: 6.46 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 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.

Language: Jupyter Notebook - Size: 3.43 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ktxlh/manhattan-bigru

Siamese Manhattan Bi-GRU for semantic similarity between sentences

Language: Python - Size: 11.7 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

pvlachas/RNN-Lyapunov-Spectrum

A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

Language: Python - Size: 8.81 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 24 - Forks: 10

exchhattu/TimeseriesWeatherForecast-RNN-GRU-LSTM

Weather forecasting using recurrent neural network

Language: Jupyter Notebook - Size: 690 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 8 - Forks: 10

hakula139/Trump-bot 📦

A simple Twitter bot which tries to mimic Donald Trump

Language: Python - Size: 1.37 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

FrancescoGradi/DocumentClassificationwithHANandBERT

Comparison between RNNs and Attention in Document Classification

Language: Python - Size: 1020 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

ilanazane/Sentence-Autocompletion-with-GRU

Sentence Autocompletion Project with GRU based RNN using Alice in Wonderland text dataset and NYT comments dataset

Language: Jupyter Notebook - Size: 12.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ArmanGuptaIISC/nlp_text_classification

Experiment for understanding RNN architecture

Language: Python - Size: 25.2 MB - Last synced: almost 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 45.9 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 30 - Forks: 56

Jayveersinh-Raj/intro_NLP_tensorflow

This is a very brief notebook on NLP, it contains a "Disaster Analysis" project in which all the possible architectures were shown and described briefly.

Language: Jupyter Notebook - Size: 4.52 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

christospi/glc-nllp-21

Code and data for the NLLP 2021 paper: `Multi-granular Legal topic Classification on Greek Legislation`

Size: 47.4 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

junanda/preprocessing

source code train models Machine Learning and preprocessing text using python

Language: Python - Size: 6.84 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

jungsoh/gru-trigger-word-detection

Recurrent neural network with GRUs for trigger word detection from an audio clip

Language: Jupyter Notebook - Size: 127 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

sveatlo/FIT-ZPJa-GRU-from-scratch

Language: C++ - Size: 4.36 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

vcwild/rnn-bike-predict

A deep learning project for Time Series Forecasting of bike count by using Recurrent Neural Networks and UCI Bike Sharing Dataset.

Language: Jupyter Notebook - Size: 385 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

henriklg/image-captioning-network

IN5400 Mandatory exercise 2

Language: Jupyter Notebook - Size: 7.24 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

hgayan7/DL-ML-notebooks

Collection of my Deep Learning and Machine Learning notebooks.

Language: Jupyter Notebook - Size: 53.7 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

jasoriya/Mercari-Price-Suggestion-Challenge

Kaggle Competition

Language: Jupyter Notebook - Size: 6.14 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

learningwithmachines/sentiment-rnn

files for sentiment rnn

Language: Jupyter Notebook - Size: 54.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Related Keywords
rnn-gru 33 rnn-lstm 12 deep-learning 11 rnn 9 nlp 6 rnn-pytorch 6 python 6 tensorflow 6 machine-learning 5 rnn-tensorflow 5 keras 4 recurrent-neural-networks 4 pytorch 3 gru 3 nlp-machine-learning 3 keras-tensorflow 3 recurrent-neural-network 2 neural-network 2 rnn-model 2 pandas 2 rnn-keras 2 transfer-learning 2 text-generation 2 cnn 2 neural-networks 2 deep-neural-networks 2 sklearn-pipeline 1 sklearn-library 1 pandas-dataframe 1 numpy 1 vectorization 1 naive-bayes-classifier 1 bert-models 1 matplotlib 1 sentiment-classification 1 embeddings 1 cnn-keras 1 yolov3 1 tensorboard 1 spacy-nlp 1 recommender-system 1 opencv-python 1 lstm 1 kers 1 image-recognition 1 gensim-word2vec 1 deeplearning 1 text-classification 1 dan 1 xgboost-regression 1 regression 1 entity-embedding 1 random-forest 1 linear-models 1 jupyter-notebook 1 fashion-mnist 1 custom-object-detection 1 cnn-classification 1 autoencoder 1 microsoft-coco 1 coco 1 caption-generator 1 time-series-forecasting 1 rmsprop 1 from-scratch 1 bptt 1 trigger-word-detection 1 speech-recognition 1 gated-recurrent-unit 1 dropout-layers 1 convolutional-layers 1 batch-normalization 1 word2vec-algorithm 1 tensorflow2 1 svm-classifier 1 preprocessing 1 cleaning-dataset 1 legaltech 1 legal-documents 1 rnn-attention 1 robertocarlosmedina-codes 1 machine-translation-models 1 machine-translation 1 gru-model 1 dataset 1 attention 1 multiclass-classification 1 representation 1 markov-chain 1 data 1 linear-regression 1 autograd 1 reservoir-computing 1 reservoir-computer 1 rc 1 lorenz-96 1 lorenz-3d 1 kuramoto-sivashinsky 1 forecasting 1 esn 1