quantcore.glm 1.3.1

1.3.1 - 2021-04-12

Bug fix:

• quantcore.glm._distribution.unit_variance_derivative is evaluating a proper numexpr expression again (regression in 1.3.0).

quantcore.glm 1.3.0

1.3.0 - 2021-04-12

New features:

• We added a new solver based on scipy.optimize.minimize(method='trust-constr').
• We added support for linear inequality constraints of type A_ineq.dot(coef_) <= b_ineq.

quantcore.glm 1.2.0

1.2.0 - 2021-02-04

We removed quantcore.glm_benchmarks from the conda package.

quantcore.glm 1.1.1

1.1.1 - 2021-01-11

Maintenance release to get a fresh build for OSX.

quantcore.glm 1.1.0

1.1.0 - 2020-11-23

New features:

Direct support for pandas categorical types in fit and predict. These will be converted into a CategoricalMatrix.

quantcore.glm 1.0.1

This is a maintenance release to be compatible with quantcore.matrix>=1.0.0.

quantcore.glm 1.0.0

Breaking change:

• Renamed alpha_level attribute of quantcore.glm.GeneralizedLinearRegressor and quantcore.glm.GeneralizedLinearRegressorCV to alpha_index.

Other:

• Clarified behavior of scale_predictors.

quantcore.glm 0.0.15

Other

• Pin quantcore.matrix < 1.0.0 as we are expecting a breaking change with version 1.0.0.