Example

Example Gallery

Empirical Risk Minimization

Ridge Quantile Regression

Quantile Regression with ε-tolerance

Ridge Composite Quantile Regression

SVM

FairSVM

SVR

Rank Regression

Path solution

Warm starting

Scikit-learn Compatible Estimators

Multi-class Classification Support

Non-negative Matrix Factorization (NMF)

Smooth SVM

Monotonic SVM

Squared SVM

Huber Regression

MAE

MSE

Custom QR

Compare SVM Losses with GridSearchCV

Compare Regression Losses with GridSearchCV

ElasticNet Compatible Estimators

Adaptive ElasticNet