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
convolutional-neural-networks support-vector-machine tensorflow classification image-classification artificial-neural-networks machine-learning supervised-learning artificial-intelligence malware-detection computer-vision deep-learning multilayer-perceptron recurrent-neural-networks gated-recurrent-units
Language:Python 161
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 49
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.
gated-recurrent-units lstm-neural-networks mahalanobis-distance multivariate-analysis time-series zscore
Language:Jupyter Notebook 41
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.
deep-learning deep-neural-networks gated-recurrent-units gru kaldi recurrent-neural-networks rnn theano theano-kaldi-rnns timit
Language:Perl 32
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 21
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 21
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 15
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 15
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 14
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 13
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
deepakrana47 / GRU_implementation
Gated Recurrent Unit implementation from scratch
recurrent-neural-networks gru-model gated-recurrent-units
Language:Python 8
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 6
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 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
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 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
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 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
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 4
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 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
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
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.
python machine-learning computer-vision natural-language-processing tensorflow keras face-recognition oneshotlearning transfer-learning opencv siamese-network haar-cascade mongodb mtcnn vgg16 inceptionv3 gated-recurrent-units facenet mscoco imagenet
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
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
Sentiment-Analysis-Exchange-Rates
ahmetbeylihan / Sentiment-Analysis-Exchange-Rates
Estimating the growth or depreciation on exchange rates by using sentiment analysis method from social media comments
time-series machine-learning-algorithms machine-learning random-forest-classifier logistic-regression naive-bayes-classifier complement-navie-bayes bernoulli-naive-bayes multinomial-naive-bayes logistic-regression-classifier kneighborsclassifier decision-tree-classifier mlp-classifier adaboostclassifier simplernn twitter-sentiment-analysis snscrape recurrent-neural-network long-short-term-memory gated-recurrent-units
Language:Jupyter Notebook 1
d-dawg78 / MVA_RP
Master MVA - Parsimonious Representations Project
sleep-apnea time-series segmentation convolutional-neural-networks gated-recurrent-units
Language:Jupyter Notebook 1
mmsaki / price_prediction_models
We use machine learning tools to predict the price of ethereum from historical data, economic indicators, and community sentiment on ethereum specifically from twitter.
ethereum-gas-prices gated-recurrent-units lstm-neural-networks sentiment-analysis twint twitter-sentiment-analysis owlracle-api keras price-prediction sklearn-library
Language:Jupyter Notebook 1
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 1
splAcharya / RNN_Text_Generation
Generated text using RNN(Gate Recurrent Unit: GRU).
rnn gated-recurrent-units neural-network text-generation deep-learning machine-learning reccurent-neural-network lstm-neural-networks
Language:Jupyter Notebook 1

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

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

mvoassis / CIC-DDoS2019-DeepLearning

sourcecode369 / deep-natural-language-processing

deepakrana47 / GRU_implementation

ajaykumarvarma / Doctor-Handwriting-Recognition

Rumeysakeskin / Image-Captioning

aadimangla / IMDB-Movie-Reviews-Sentiment-Analysis

abhaskumarsinha / GRU-varients

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

FVS-energy / prob_forecasting

HenriqueAssumpcao / SentiMentalHealth

Ludwiggle / GRUMIDI

sidchaini / Astronomical-Classification-PLASTICC

sourcecode369 / deeplearning.ai-projects

susantabiswas / TriggerWordAssistant

zamani / bike_sharing_prediction

dilettagoglia / Signal-Processing

altruistcoder / Digivision

ConceptCodes / Figure-of-Speech-Classifier

deliciouscat / Blog_Text_Embedding_and_Clustering

muhamuttaqien / LQ-Repository

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

ahmetbeylihan / Sentiment-Analysis-Exchange-Rates

d-dawg78 / MVA_RP

mmsaki / price_prediction_models

Rohit8y / Financial-Time-Series

splAcharya / RNN_Text_Generation