lstm-neural-networks

There are 19 repositories under lstm-neural-networks topic.

Alro10 / deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
time-series-forecasting lstm-neural-networks lstm deep-learning forecasting-models prediction python3 pytorch tensorflow series-forecasting series-classification time-series time-series-prediction time-series-classification forecasting-competitions demand-forecasting recurrent-neural-networks series-analysis sales-forecasting deep-neural-networks
Language:Jupyter Notebook 2451
pytorch-kaldi
mravanelli / pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
speech-recognition gru dnn kaldi rnn-model pytorch timit deep-learning deep-neural-networks recurrent-neural-networks multilayer-perceptron-network lstm lstm-neural-networks speech asr rnn dnn-hmm
Language:Python 2351
scorpionhiccup / StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
machine-learning supervised-learning stock-price-forecasting forecasting rnn lstm lstm-neural-networks video concept-video analysis
Language:Jupyter Notebook 1224
VivekPa / IntroNeuralNetworks
Introducing neural networks to predict stock prices
machine-learning neural-network lstm-neural-networks mlp-networks python stock-price-prediction quantitative-finance algorithmic-trading stock-prices data-science trading guide tutorial keras-tensorflow yahoo-finance prediction prediction-mod trading-strategies finance regression-models
Language:Python 715
omerbsezer / LSTM_RNN_Tutorials_with_Demo
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
lstm-neural-networks price-prediction reccurent-neural-network
Language:Python 637
umbertogriffo / Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
deep-learning deep-neural-networks deep-learning-algorithms prediction-model predictive-maintenance lstm lstm-neural-networks timeseries keras keras-tensorflow keras-neural-networks keras-models
Language:Python 596
NourozR / Stock-Price-Prediction-LSTM
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
algorithmic-trading deep-learning lstm-neural-networks machine-learning machine-learning-for-finance machine-learning-for-trading neural-networks recurrent-neural-networks
Language:Python 531
SenticNet / personality-detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
sentiment-analysis personality-traits personality-profiling personality-insights machine-learning convolutional-neural-networks lstm-neural-networks lstm cnn cnn-keras theano opinion-mining
Language:Python 471
chihyaoma / Activity-Recognition-with-CNN-and-RNN
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
activity-recognition convolutional-neural-networks lstm-neural-networks torch video-understanding
Language:Lua 439
JordiCorbilla / stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
machine-learning deep-learning deep-neural-networks yfinance lstm-neural-networks lstm-model recurrent-neural-networks stock-prediction stock-prices market-data finance cryptocurrency crypto lstm stock time-series jupyter-notebook
Language:Jupyter Notebook 433
Zhenye-Na / DA-RNN
📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)
rnn-pytorch recurrent-neural-networks deep-learning paper-implementations attention-mechanism lstm-neural-networks
Language:Jupyter Notebook 410
vsuthichai / paraphraser
Sentence paraphrase generation at the sentence level
paraphrase-generation paraphrases paraphrase tensorflow bidirectional-lstm sentence-generator insight-data-science insight-ai insight-artificial-intelligence deep-learning paraphraser lstm lstm-neural-networks
Language:Python 405
scopeInfinity / Video2Description
Video to Text: Natural language description generator for some given video. [Video Captioning]
deep-neural-networks cnn-keras lstm-neural-networks image-captioning video-captioning video-processing audio-processing video-to-text
Language:Python 301
smousavi05 / EQTransformer
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
earthquakes detection phase-picking deep-learning neural-network lstm-neural-networks attention-mechanism transformer multi-task-learning global stead
Language:Python 285
amansrivastava17 / lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
siamese-network deep-learning keras text-similarity sentence-similarity lstm lstm-neural-networks bidirectional-lstm
Language:Python 280
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 275
tensorlayer / awesome-tensorlayer
A curated list of dedicated resources and applications
tensorlayer tensorflow tensorflow-tutorials natural-language-processing reinforcement-learning adversarial-learning autoencoder database computer-vision keras tf-slim tflearn horovod lstm-neural-networks convolutional-neural-networks recurrent-neural-networks segmentation cifar-10 mnist generative-adversarial-network
266
30lm32 / ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
keras tensorflow spam-classification random-forest gensim word2vec docker timeseries-analysis imbalanced-data svm kdtree nlp machine-learning geolocation lstm-neural-networks deep-learning text-classification tensorboard mlflow ab-testing
248
greydanus / scribe
Realistic Handwriting with Tensorflow
tensorflow alex graves lstm-neural-networks realist-handwriting jupyter-notebook handwriting-synthesis
Language:Jupyter Notebook 246
nicklashansen / rnn_lstm_from_scratch
How to build RNNs and LSTMs from scratch with NumPy.
recurrent-neural-networks lstm-neural-networks deep-learning numpy pytorch natural-language-processing
Language:Jupyter Notebook 236
akash13singh / lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
lstm anomaly-detection bayesian-optimization time-series recurrent-neural-networks deep-learning lstm-neural-networks neural-networks
Language:Jupyter Notebook 223
ocatak / malware_api_class
Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers
dataset sandbox cuckoo-sandbox malware machine-learning malware-families malware-dataset adware study classification deep-learning lstm-neural-networks
Language:Python 211
bitcoin_volatility_forecasting
chibui191 / bitcoin_volatility_forecasting
GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management
finance bitcoin cryptocurrency stock-market trading lstm-neural-networks garch-models volatility-modeling sklearn keras-tensorflow multivariate-timeseries
Language:Jupyter Notebook 194
SchoolOfAISaoPaulo / aulas
Aulas da Escola de Inteligência Artificial de São Paulo
ai lambda3 aulas machine-learning professores estatistica python statistics data-science jupyter-notebook gans lstm-neural-networks naive-bayes linear-regression schoolofai
Language:Jupyter Notebook 186
lucko515 / speech-recognition-neural-network
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
aind recurrent-neural-networks speech-recognition deep-learning gru lstm-neural-networks
Language:HTML 184
pcko1 / Deep-Drug-Coder
A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.
autoencoders denovo-design drug-discovery lstm-neural-networks molecules neural-network smiles-strings
Language:Python 180
harshtikuu / Abnormal_Event_Detection
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
anomaly-detection convolutional-neural-networks deep-learning keras livestream lstm-neural-networks machine-learning neural-network opencv python tensorflow video-processing
Language:Python 173
brannondorsey / midi-rnn
Generate monophonic melodies with machine learning using a basic LSTM RNN
computer-music machine-learning ml4a neural-network lstm-neural-networks rnn keras midi
Language:Python 156
gunjannandy / stock-market-scraper
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
finance finance-api stock-market stock stock-data stock-analysis yahoo-finance-api yahoo-finance jupyter-notebook csv json query reactjs deep-learning lstm-neural-networks scraper mass-downloader historical-stock-data stock-market-scraper python
Language:Jupyter Notebook 151
neural-nuts / image-caption-generator
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
tensorflow neural-network captioning-images convolutional-neural-networks recurrent-neural-networks computer-vision artificial-intelligence lstm-neural-networks lstm image-captioning natural-language-generation
Language:Jupyter Notebook 146
fferroni / PhasedLSTM-Keras
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
deep-learning keras-layer lstm-neural-networks
Language:Python 145
ngarneau / understanding-pytorch-batching-lstm
Understanding and visualizing PyTorch Batching with LSTM
deep-learning lstm-neural-networks names-classification pytorch
Language:Jupyter Notebook 139
fotisk07 / Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
neural-network ai matplotlib numpy-tutorial deep-learning deep-neural-networks backpropagation backpropagation-learning-algorithm gradient-descent deeplearning-ai jupyter-notebook rnn keras keras-neural-networks tensorflow cnn-classification cnn-for-visual-recognition lstm-neural-networks poetry-generator music-generation
Language:Jupyter Notebook 135
MurtyShikhar / Question-Answering
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
tensorflow deep-learning attention-seq2seq nlp question-answering lstm-neural-networks
Language:Python 134
Cryptocurrency-Prediction-with-Artificial-Intelligence
emirhanai / Cryptocurrency-Prediction-with-Artificial-Intelligence
First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT
cryptocurrency prediction artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks deeplearning neural-networks neural-network lstm lstm-neural-networks lstm-model cryptocurrency-prices xrp usdt
Language:Jupyter Notebook 128
rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics
Deep Learning-based Clustering Approaches for Bioinformatics
deep-learning neural-networks clustering-analysis bioinformatics representation-learning autoencoders variational-autoencoder convolutional-autoencoder lstm-neural-networks
Language:Jupyter Notebook 125

lstm-neural-networks

Alro10 / deep-learning-time-series

mravanelli / pytorch-kaldi

scorpionhiccup / StockPricePrediction

VivekPa / IntroNeuralNetworks

omerbsezer / LSTM_RNN_Tutorials_with_Demo

umbertogriffo / Predictive-Maintenance-using-LSTM

NourozR / Stock-Price-Prediction-LSTM

SenticNet / personality-detection

chihyaoma / Activity-Recognition-with-CNN-and-RNN

JordiCorbilla / stock-prediction-deep-neural-learning

Zhenye-Na / DA-RNN

vsuthichai / paraphraser

scopeInfinity / Video2Description

smousavi05 / EQTransformer

amansrivastava17 / lstm-siamese-text-similarity

gabrielspmoreira / chameleon_recsys

tensorlayer / awesome-tensorlayer

30lm32 / ml-projects

greydanus / scribe

nicklashansen / rnn_lstm_from_scratch

akash13singh / lstm_anomaly_thesis

ocatak / malware_api_class

chibui191 / bitcoin_volatility_forecasting

SchoolOfAISaoPaulo / aulas

lucko515 / speech-recognition-neural-network

pcko1 / Deep-Drug-Coder

harshtikuu / Abnormal_Event_Detection

brannondorsey / midi-rnn

gunjannandy / stock-market-scraper

neural-nuts / image-caption-generator

fferroni / PhasedLSTM-Keras

ngarneau / understanding-pytorch-batching-lstm

fotisk07 / Deep-Learning-Coursera

MurtyShikhar / Question-Answering

emirhanai / Cryptocurrency-Prediction-with-Artificial-Intelligence

rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics