wowocai's Stars
ziyujia/PMIME-and-TE
Partial conditional mutual information from mixed embedding for coupling estimation in multivariate time series. We also use transfer entropy to realize this method.
M-Nauta/TCDF
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
RRRussell/CauGNN
chenzhivis/Emission-Control-Global-Warming-Analysis-and-Prediction
This project is about energy efficiency and renewable energy topic. Developed multivariate time series model to forecast global warming. Analyzed various causes of global warming including energy consumption, emissions; examined correlation and causality of temperature, CO2 concentration, population time series. Discovered the logical connections, contributory factors, etc.
DarkEyes/VLTimeSeriesCausality
A framework to infer causality on a pair of time series of real numbers based on Variable-lag Granger causality and transfer entropy.
majianthu/copent
R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test
Bo-Ning/Bayesian-multivariate-time-series-causal-inference
R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''