Releases: lgmoneda/time-robust-forest
Releases · lgmoneda/time-robust-forest
v0.1.14
Let the user use N jobs from grid search
Grid search njobs (#46) * Add n_jobs as a parameter * Bump version
Refactor hyper-opt function
The process was fitting the same model multiple times.
Fix env wise hyper opt
Stratify env wise hyper opt (#44) * Replace KFold by StratifiedKFold * Bump version
Fix random generator problem
Fix random generator (#43) * Share the rng * bump version
Exclude the min_leaf parameter
Exclude min leaf parameter (#40) * Exclude min_leaf parameter * Bump version * Style fix
Random state fixed
Make the model outputs reproducible.
Environment-wise Hyper-parameter optimization
Hyper opt functions (#37) * v 0.1.6 * Hyper-param functions * Fix imports and unused variables * Bump version
Minimum impurity decrease hyper-param
Adds the minimum impurity decrease as a hyper-parameter and feature importance based on it.
Std criterion added
Adds a not normalized version of the std criterion.