gated-recurrent-units

There are 0 repository under gated-recurrent-units topic.

AFAgarap / malware-classification
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
artificial-intelligence artificial-neural-networks classification computer-vision convolutional-neural-networks deep-learning gated-recurrent-units image-classification machine-learning malware-detection multilayer-perceptron recurrent-neural-networks supervised-learning support-vector-machine tensorflow
Language:Python 169
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
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.
lstm-neural-networks multivariate-analysis time-series gated-recurrent-units mahalanobis-distance zscore
Language:Jupyter Notebook 45
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.
recurrent-neural-networks gated-recurrent-units kaldi rnn gru timit theano theano-kaldi-rnns deep-learning deep-neural-networks
Language:Perl 33
mvoassis / CIC-DDoS2019-DeepLearning
:shield: A GRU deep learning system against attacks in Software Defined Networks (SDN).
anomaly-detection deep-learning gated-recurrent-units ids machine-learning network-security python
Language:Jupyter Notebook 28
RecurrentLayers.jl
MartinuzziFrancesco / RecurrentLayers.jl
A comprehensive collection of 35+ recurrent neural network layers for Flux.jl
gated-neural-network gated-recurrent-units recurrent-networks recurrent-neural-network recurrent-neural-networks rnn recurrent-units gru lstm mgu nas ran rhn scrn flux
Language:Julia 25
jha-prateek / Stock-Prediction-RNN
Stock Price prediction for Yahoo Inc. using GRU (Gated Recurrant Units) in Keras. Predicting closing price for Yahoo stocks
keras gru recurrent-neural-networks time-series-analysis stock-price-prediction gated-recurrent-units gpu yahoo
Language:Python 22
pavancm / CONVIQT
Official implementation for "CONVIQT: Contrastive Video Quality Estimator"
blind-video-quality-assessment contrastive-learning contrastive-loss convolutional-neural-networks deep-learning deep-neural-networks gated-recurrent-units no-reference self-supervised-learning video-processing video-quality video-quality-assessment
Language:Python 22
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
pytorch samplernn text-to-speech deep-learning gated-recurrent-units generative-adversarial-network
Language:Python 16
manankshastri / Trigger-Word-Detection
Construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wakeword detection).
python rnn trigger-word-detection speech-dataset gated-recurrent-units deep-learning
Language:Jupyter Notebook 16
Moeinh77 / Chatbot-with-TensorFlow-and-Keras
Chatbot using Seq2Seq model and Attention
attention-mechanism chatbot gated-recurrent-units gru keras seq2seq-chatbot seq2seq-model tensorflow tutorial
Language:Jupyter Notebook 15
vinayakumarr / CNN-RNN
Image classification using CNN
convolutional-neural-networks recurrent-neural-networks long-short-term-memory gated-recurrent-units
Language:Jupyter Notebook 15
sourcecode369 / deep-natural-language-processing
Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.
tensorflow deep-learning natural-language-tasks nlp chatbot image-captioning image-classification language-modeling machine-translation memory-networks music-generation question-answering recurrent-neural-networks long-short-term-memory-models gated-recurrent-units transformer-architecture attention-mechanism seq2seq-model text-summarization word-embeddings
Language:Jupyter Notebook 11
ajaykumarvarma / Doctor-Handwriting-Recognition
doctor_prescription_recognization_using_DeepLearning project for epics
bi-lstm cnn cnn-bilstm deep-learning handwriting-recognition keras python tensorflow gated-recurrent-units gru
Language:Jupyter Notebook 9
deepakrana47 / GRU_implementation
Gated Recurrent Unit implementation from scratch
gated-recurrent-units gru-model recurrent-neural-networks
Language:Python 8
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
encoder-decoder-architecture image-captioning pytorch convolutional-neural-networks gated-recurrent-units image-processing inception-v3 natural-language-processing
Language:Python 7
Faluminus / Sec-PRED
Protein secondary structure prediction from amino acid sequence using machine learning
machine-learning python pytorch reactjs convolutional-neural-networks flask gated-recurrent-units long-short-term-memory protein-structure temporal-convolutional-network tensorflow transformer
Language:Python 6
HenriqueAssumpcao / SentiMentalHealth
Pytorch implementation of a GRU-based RNN for Sentiment Analysis in Mental Disorder Online Communitites.
nlp sentiment-analysis machine-learning rnn pytorch emotion-analysis artificial-intelligence neural-networks vader-sentiment-analysis gated-recurrent-units deep-learning
Language:Jupyter Notebook 6
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.
deep-learning deep-neural-networks deeplearning deep-learning-algorithms numpy tensorflow pandas matplotlib artificial-neural-networks machine-learning coursera-specialization deeplearning-ai convolutional-neural-networks recurrent-neural-networks keras lstm attention-mechanism gated-recurrent-units
Language:Jupyter Notebook 6
abhaskumarsinha / GRU-varients
An implementation of classical GRU (Cho, el at. 2014) along with Optimized versions (Dey, Rahul. 2017) on TensorFlow that outperforms Native tf.keras.layers.GRU(units) implementation of Keras.
deep-learning gated-recurrent-units gru keras-tensorflow lstm optimization-algorithms python3
Language:Jupyter Notebook 5
sidchaini / Astronomical-Classification-PLASTICC
With an ever-increasing amount of astronomical data being collected, manual classiﬁcation has become obsolete; and machine learning is the only way forward. Keeping this in mind, the LSST Team hosted the PLAsTiCC in 2018. This repository details our approach to this problem.
deep-learning astronomical-data gated-recurrent-units keras-tensorflow python
Language:Python 5
aadimangla / IMDB-Movie-Reviews-Sentiment-Analysis
It analyses the movie review entered by a user for any specific movie and analyses what is the sentiment of the review. It helps the companies rate the movie and understand crowd sentiment regarding it. Sentiment analysis is a natural language processing problem where text is understood and the underlying intent is predicted.
natural-language-processing imdb-dataset sentiment-analysis long-short-term-memory gated-recurrent-units recurrent-neural-networks deep-learning
Language:Jupyter Notebook 4
Asha-Gutlapalli / Aspect-Based-Sentiment-Analysis-using-Bidirectional-Gated-Recurrent-Network
ABSA is Aspect Based Sentiment Analysis which is a fine-grained Sentiment Analysis. This is achieved using a sequential Recurrent Neural Network called the Bidirectional Gated Recurrent Unit. This model predicts the aspect category and the sentiment class given a laptop review.
nlp sentiment-analysis aspect-based-sentiment-analysis gated-recurrent-units recurrent-neural-networks reviews text text-classification
Language:Jupyter Notebook 4
FVS-energy / prob_forecasting
This repository contains code and data for probabilistic forecasting of electricity loads.
forecasting gru gated-recurrent-units probabilistic-forecasting electricity-consumption smart-meter
Language:Jupyter Notebook 4
Ludwiggle / GRUMIDI
Recurrent Neural Network for generative MIDI music
midi recurrent-neural-networks gated-recurrent-units generative-art generative-music algorave wolfram-language mathematica wolfram-mathematica wolframlanguage machine-learning music electronic-music wolframscript midi-sequencer
Language:Mathematica 4
susantabiswas / TriggerWordAssistant
A RNN based voice application which can do tasks when it recognizes the user speaking the Trigger word. Here the trigger word is "activate".
rnn-model trigger-word gated-recurrent-units
Language:Jupyter Notebook 4
zamani / bike_sharing_prediction
bike sharing prediction using recurrent neural network (RNN)-gated recurrent unit (GRU) implemented in python using the pytorch framework
deep-learning recurrent-neural-networks gated-recurrent-units pytorch
Language:Python 4
basemnabill / Stock-Forecasting-RNN
LSTM vs GRU
data gated-recurrent-units keras-tensorflow lstm-model matplotlib multivariate-analysis neural-network neuralnetwork neuralnetworks prediction-model python stock stock-analysis time-series
3
dilettagoglia / Signal-Processing
🔁Graphical models, Recurrent Neural Networks and SIFT algorithm for image processing, signal analysis and timeseries forecasting (MD Course: Intelligent Systems for Pattern Recognition)
python python3 signal-processing sift-algorithm sift-descriptors opencv hidden-markov-models gated-recurrent-units rnn keras lstm lstm-neural-networks prediction timeseries-analysis timeseries-forecasting image-processing hmms
Language:Python 3
Rohit8y / Financial-Time-Series
Developing a PyTorch-based solution for predicting future values in financial time series data, leveraging RNNs and GRUs as part of the M3 competition for time series forecasting.
gated-recurrent-units long-short-term-memory time-series recurrent-neural-networks m3-competition pytorch
Language:Python 3
altruistcoder / Digivision
A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is present in front of him or not.
computer-vision face-recognition facenet gated-recurrent-units haar-cascade imagenet inceptionv3 keras machine-learning mongodb mscoco mtcnn natural-language-processing oneshotlearning opencv python siamese-network tensorflow transfer-learning vgg16
Language:Jupyter Notebook 2
ConceptCodes / Figure-of-Speech-Classifier
A simple figure of speech classifier made in a jupyter notebok using keras. Gated Recurrent Units are used inplace of LSTM's becuase of little data.
jupyter-notebook python3 polar-classifier keras-classification-models gated-recurrent-units
Language:Jupyter Notebook 2
deliciouscat / Blog_Text_Embedding_and_Clustering
Triplet Loss Based User Analysis
gated-recurrent-units metric-learning deep-learning graph-neural-networks machine-learning representation-learning
Language:Jupyter Notebook 2
muhamuttaqien / LQ-Repository
👨🏻‍💻 My own repository to explore LearnQuran tech product in particular -obviously- AI stuffs
quran python-script artificial-intelligence natural-language-processing word2vec bigram-model word-embeddings recurrent-neural-networks long-short-term-memory-models gated-recurrent-units
Language:Jupyter Notebook 2
Russolves / Sentiment-Analysis-with-GRU
This repository contains three variants of a Sentiment Analysis model that uses a GRU (Gated Recurrent Unit) to predict the sentiment of a given text as either positive or negative. The models were built using PyTorch, and the training and testing data came from DLStudio
bidirectional-rnn gated-neural-network gated-recurrent-units sentiment-analysis sentiment-classification
Language:Python 2
vettorefburana / Sentiment-analysis-on-Covid-19-tweets
Sentiment analysis of Covid-19 tweets using XGBoost, LSTM and BERT
nlp covid-19 sentiment-analysis gated-recurrent-units rnn transformers bert embeddings lstm random-forest xgboost adaboost
Language:Jupyter Notebook 2

gated-recurrent-units

AFAgarap / malware-classification

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

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

mravanelli / theano-kaldi-rnn

mvoassis / CIC-DDoS2019-DeepLearning

MartinuzziFrancesco / RecurrentLayers.jl

jha-prateek / Stock-Prediction-RNN

pavancm / CONVIQT

Barbany / Multi-speaker-Neural-Vocoder

manankshastri / Trigger-Word-Detection

Moeinh77 / Chatbot-with-TensorFlow-and-Keras

vinayakumarr / CNN-RNN

sourcecode369 / deep-natural-language-processing

ajaykumarvarma / Doctor-Handwriting-Recognition

deepakrana47 / GRU_implementation

Rumeysakeskin / Image-Captioning

Faluminus / Sec-PRED

HenriqueAssumpcao / SentiMentalHealth

sourcecode369 / deeplearning.ai-projects

abhaskumarsinha / GRU-varients

sidchaini / Astronomical-Classification-PLASTICC

aadimangla / IMDB-Movie-Reviews-Sentiment-Analysis

Asha-Gutlapalli / Aspect-Based-Sentiment-Analysis-using-Bidirectional-Gated-Recurrent-Network

FVS-energy / prob_forecasting

Ludwiggle / GRUMIDI

susantabiswas / TriggerWordAssistant

zamani / bike_sharing_prediction

basemnabill / Stock-Forecasting-RNN

dilettagoglia / Signal-Processing

Rohit8y / Financial-Time-Series

altruistcoder / Digivision

ConceptCodes / Figure-of-Speech-Classifier

deliciouscat / Blog_Text_Embedding_and_Clustering

muhamuttaqien / LQ-Repository

Russolves / Sentiment-Analysis-with-GRU

vettorefburana / Sentiment-analysis-on-Covid-19-tweets