ababii / Pythia.jl

Machine learning time series regressions
MIT License
13 stars 6 forks source link
group-lasso julia lasso machine-learning sparse-group-lasso time-series

Pythia.jl

Machine learning time series regressions in Julia.

Currently the pacakage supports LASSO, group LASSO, and sparse group LASSO solved via proximal gradient descent.

The sparse group LASSO will be used for mixed frequency data regressions after applying suitable transformations with Legendre polynomials.