multivariate-timeseries topic

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

lixus7

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

JulesBelveze

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

chibui191

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

firmai

The first realistic and public dataset with rare undesirable real events in oil wells.

ricardovvargas

A python package for time series forecasting with scikit-learn estimators.

cerlymarco

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

eonu

Error bounded lossy compression of time series using prediction-quantization approach

shubhamchandak94

lpphd

{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for time series analysis and forecasting

nicholasjclark