lstm-neural-network

There are 3 repositories under lstm-neural-network topic.

gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
tensorflow deep-learning deep-neural-networks recommender-system recommendation-system recommendation-engine recommendation-algorithms news-recommendation lstm-neural-networks lstm lstm-neural-network rnn rnn-tensorflow word-embeddings word2vec
Language:Python 274
Ronak-59 / Stock-Prediction
Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon
machine-learning artificial-intelligence sentiment-analysis stock-prediction algorithms risk-analysis lstm-neural-network stock-price-prediction data-science visualisation
Language:JavaScript 199
IBM / MAX-Weather-Forecaster
Predict hourly weather features given historical data for a specific location
docker-image machine-learning machine-learning-models weather-forecast lstm-neural-network
Language:Python 67
mounalab / LSTM-RNN-VAD
Voice Activity Detection LSTM-RNN learning model
tensorflow lstm-neural-network lstm rnn-tensorflow rnn vad nlp-machine-learning
Language:Python 49
jyoti0225 / Air-Pollution-Forecasting
Time Series Analysis of Air Pollutants(PM2.5) using LSTM model
time-series forecasting air-pollutants lstm rnn-lstm rnn air-pollution lstm-neural-network air-pollution-prediction time-series-analysis multivariate-timeseries univariate-analysis python
Language:Jupyter Notebook 45
hellojinwoo / TorchCoder
PyTorch based autoencoder for sequential data
autoencoder lstm lstm-neural-network recurrent-neural-network representation-learning dimensionality-reduction
Language:Python 44
bzantium / EA-LSTM
EA-LSTM: Evolutionary attention-based LSTM for time series prediction
time-series evolutionary-algorithm lstm-neural-network
Language:Python 34
pankush9096 / Stock-Prediction-using-LSTM
I will be considering the google stocks data and will create a LSTM network for prediction.
deep-learning lstm-neural-network python stock-price-prediction
Language:Jupyter Notebook 32
snrazavi / Deep-Learning-for-NLP
Contains different course tutorials and jupyter notebook file for applying different Deep Learning models in different NLP tasks such as text classification, summarization, translation, etc.
deep-learning nlp machine-learning text-classification text-summarization machine-translation recurrent-neural-networks lstm-neural-network sentiment-analysis transformer transformers
Language:Jupyter Notebook 28
Merterm / Etymon
Find the origin of words in every language using a Deep Neural Network trained to create an etymological map.
deep-learning etymological-relationships etymologies etymology etymology-data keras keras-implementations keras-tensorflow language lstm lstm-layer lstm-model lstm-networks lstm-neural-network lstm-neural-networks natural-language scraped-data word-embeddings words
Language:JavaScript 21
dgovor / Sign-Language-Translator
Neural Network that is able to translate any sign language into text.
deep-learning dense-neural-network lstm-neural-network mediapipe neural-network opencv python sign-language-recognition tensorflow keras sign-language-translation asl sign-language machine-learning
Language:Python 20
sahilnanda1995 / CryptoAITrader
This repo contains backtesting scripts for various models(mainly LSTM) using different type of datasets to predict bitcoin price.  Upto 98.7% accuracy, but let me tell you it’s not enough to generate profits on a regular basis ;)
backtesting bitcoin lstm-neural-network price-prediction
Language:Python 18
0zgur0 / STAckable-Recurrent-network
[PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained
rnn rnn-tensorflow deep-learning lstm gru lstm-neural-network gru-neural-networks pami-2021
Language:Python 17
HRSadeghi / NeuralPersianPoet
Neural Persian Poet: A sequence-to-sequence model for composing Persian poetry
persian neural-network persian-poetry lstm lstm-neural-networks seq2seq-model sequence-to-sequence seq2seq transformer transformers-models gru-model gru-neural-networks lstm-model lstm-neural-network lstm-attention composing-persian-poetry persian-poets nlp natural-language-processing dataset
Language:Jupyter Notebook 14
MohamedAliHabib / Stock-Price-Predictor
Building an LSTM Recurrent Neural Network for Predicting Stock Market Prices.
lstm-neural-network keras stock-price-prediction neural-networks lstm lstm-model scikit-learn machine-learning recurrent-neural-networks rnn rnn-keras
Language:Jupyter Notebook 11
thenomaniqbal / Traffic-flow-prediction
Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using memory cells. This project includes understanding and implementing LSTM for traffic flow prediction along with the introduction of traffic flow prediction, Literature review, methodology, etc.
traffic traffic-flow-forecasting traffic-flow-prediction traffic-flow-modeling deep-learning long-short-term-memory lstm lstm-neural-network
Language:Jupyter Notebook 11
iSiddharth20 / Generative-AI-Based-Spatio-Temporal-Fusion
A Novel Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle for Video Super-Resolution (Upscaling and Frame Interpolation)
autoencoder lstm-autoencoder lstm-neural-network spatio-temporal-modeling spatio-temporal-fusion generative-ai frame-interpolation maxent-models maximum-entropy-regularization video-super-resolution collaborate
Language:Python 10
amycardoso / retrieval-based-chatbot
Analysis Of The Context Size Impact In Deep Learning Conversational Systems
ubuntu-dialogue-corpus chatbot context conversational lstm-model lstm-neural-network deep-learning retrieval-chatbot
Language:Python 9
kkmk11 / NETWORK-INTRUSION-DETECTION-SYSTEM
This is a software application to detect network intrusion by monitoring a network or system for malicious activity and predicts whether it is Normal or Abnormal(attacked with intrusion classes like DOS/PROBE/R2L/U2R).
intrusion-detection-system machine algorithms back-propagation bootstrap5 cnn-classification cybersecurity expressjs html-css-javascript knn-classification lstm-neural-network mongodb nodejs nsl-kdd-dataset python reactjs rnn dos-probe-u2r-r2l
Language:JavaScript 9
tmatha / lstm
Training an LSTM network on the Penn Tree Bank (PTB) dataset
lstm-neural-network penn-treebank
Language:Jupyter Notebook 9
menardai / chromecast_vad
RNN implementation of a voice activity detector to control Chromecast device volume.
voice-activity-detection chromecast keras lstm-neural-network
Language:Jupyter Notebook 8
thomasvrussell / snail
SuperNova Artificial Inference by Lstm neural networks (SNAIL)
supernovae spectrosopy lstm-neural-network time-series-analysis
Language:Python 8
Project-Automotive-Control-using-Surface-Electromyography
TRAN-Gia-Quoc-Bao / Project-Automotive-Control-using-Surface-Electromyography
My work during the research internship "Automotive Control using Surface Electromyography" at The University of Tokyo, Jun.-Sep. 2020
adas semg lstm-neural-network signal-processing deep-learning ica knn-classification
Language:MATLAB 8
IamAdiSri / auth-id
A hierarchical bi-LSTM model trained to identify the author of a given email (SMAI@IIIT-H 2017)
lstm-neural-network nlp nlp-machine-learning python2
Language:Python 6
tensorflow-spam
rgdavies92 / tensorflow-spam
✉️ 🐖 Spam email identification using NLP and a RNN with TensorFlow
tensorflow nlp deep-learning classification lstm-neural-network spam-classification glove-embeddings embedding-vectors
Language:Jupyter Notebook 6
takp / stock-price-predictor
🤖 Predicting the stock price using LSTM (Deep Learning)
lstm lstm-neural-networks lstm-neural-network stock-price-prediction neural-network neural-networks machine-learning stock
Language:Python 6
ammarlodhi255 / image-captioning-system-to-assist-the-blind
An image captioning system that is able to predict and speak out a caption of an image taken by visually impaired.
computer-vision computer-vision-algorithms deep-learning image-captioning lstm-neural-network nlp nlp-machine-learning vgg16 bidirectional-lstm cnn resnet resnet-50 ml-web javascript css3 html5 javascript-es6
Language:Jupyter Notebook 5
chandan8kumar / Automated-Image-Caption-Generator
Caption Generation is a challenging artificial intelligence problem where a textual description must be generated for a given photograph.
jupyter-notebook python3 lstm-neural-network cnn matplotlib-pyplot
Language:Jupyter Notebook 5
Data-Science-kosta / Forecasting-air-pollution-LSTM-model-and-Regression-trees-model
Forecasting air pollution from given weather data. Two models were implemented: Regression Trees and LSTM model.
forecasting timeseries lstm-neural-network regression-trees air-pollution weather
Language:Jupyter Notebook 5
kochlisGit / LSTM-Stock-Predictions
Prediction of Stock price using Recurrent Neural Network (RNN) models. Contains GRU, LSTM, Bidirection LSTM & LSTM combinations with GRU units. The models were deveoped using the keras module from Tensorlfow.
stocks-prediction stock-price rnn rnn-models dataset gru keras tensorflow2 lstm lstm-neural-network recurrent-neural-networks rnn-architectures python tesla google prediction-model prediction-algorithms
Language:Python 5
priyanshu2015 / Weather-Forecasting
Using LSTM model to predict temperature using data of previous 3hours.
lstm-neural-network weather-forecasting python deep-learning machine-learning
Language:Jupyter Notebook 5
Smarker / predict-ether
python meetup slides
timeseries lstm-neural-network python3 ether
Language:JavaScript 5
giuliots95 / Time_series_forecast_with_LSTM_network
This repository contains the implementation of a recurrent neural network (LSTM from keras library) with the purpose of forecasting target time series, given the targets historical records and covariates. The project uses a toy data set, while focusing on the data transformation tasks (pandas dataframes to 3D numpy arrays required by recurrent networks) and on the hyperparameters tuning tasks, taking advantage of keras_tuner package.
hyperparameters-optimization kerastuner lstm-neural-network tensorflow timeseries-forecasting
Language:Jupyter Notebook 4
PexoDev / sc2eval
LSTM-based machine learning solution for evaluation of strategic position in Starcraft II.
evaluation evaluation-kit lstm lstm-model lstm-neural-network lstm-neural-networks machine-learning machinelearning prediction-model sc2 starcraft2
Language:Jupyter Notebook 4
WorkflowWan / DTW-LSTM
A fast, effective and accurate algorithm for univariate time series forecasting
lstm-neural-network time-series-forecasting
Language:Python 4
xoire / Forecasting-Stock-Price
Forecasting Stock Price (Independent Capstone project)
nlp bert deep-learning deep-neural-networks deeplearning rnn rnn-tensorflow lstm lstm-neural-networks lstm-model lstm-neural-network lstm-sentiment-analysis sentiment-analysis sentiment-classification finance fintech finbert nlp-machine-learning tokenization
Language:Jupyter Notebook 4

lstm-neural-network

gabrielspmoreira / chameleon_recsys

Ronak-59 / Stock-Prediction

IBM / MAX-Weather-Forecaster

mounalab / LSTM-RNN-VAD

jyoti0225 / Air-Pollution-Forecasting

hellojinwoo / TorchCoder

bzantium / EA-LSTM

pankush9096 / Stock-Prediction-using-LSTM

snrazavi / Deep-Learning-for-NLP

Merterm / Etymon

dgovor / Sign-Language-Translator

sahilnanda1995 / CryptoAITrader

0zgur0 / STAckable-Recurrent-network

HRSadeghi / NeuralPersianPoet

MohamedAliHabib / Stock-Price-Predictor

thenomaniqbal / Traffic-flow-prediction

iSiddharth20 / Generative-AI-Based-Spatio-Temporal-Fusion

amycardoso / retrieval-based-chatbot

kkmk11 / NETWORK-INTRUSION-DETECTION-SYSTEM

tmatha / lstm

menardai / chromecast_vad

thomasvrussell / snail

TRAN-Gia-Quoc-Bao / Project-Automotive-Control-using-Surface-Electromyography

IamAdiSri / auth-id

rgdavies92 / tensorflow-spam

takp / stock-price-predictor

ammarlodhi255 / image-captioning-system-to-assist-the-blind

chandan8kumar / Automated-Image-Caption-Generator

Data-Science-kosta / Forecasting-air-pollution-LSTM-model-and-Regression-trees-model

kochlisGit / LSTM-Stock-Predictions

priyanshu2015 / Weather-Forecasting

Smarker / predict-ether

giuliots95 / Time_series_forecast_with_LSTM_network

PexoDev / sc2eval

WorkflowWan / DTW-LSTM

xoire / Forecasting-Stock-Price