glum
  • Installation
  • Getting Started
    • Data
    • GLM basics: fitting and predicting using the normal family
    • Regularization
    • Fitting a GLM with cross validation
  • Motivation
    • Algorithmic improvements
    • Software optimizations
    • New Features
    • References
  • Benchmarks
  • Tutorials
    • Poisson, Gamma, and Tweedie with French Motor Third-Party Liability Claims
    • High Dimensional Fixed Effects with Rossman Sales
    • Regularization with King County Housing Sales
    • Formula interface
    • Cox Proportional Hazards Model
    • Fitting Penalized Splines
  • Contributing/Development
    • Pull request process
    • Releases
    • Install for development
    • Testing and continuous integration
    • Building a conda package
    • Developing the documentation
    • Where to start looking in the source?
    • The GLM benchmark suite
  • Algorithmic details
    • What is a GLM?
    • Examples of GLMs
    • Objective function
    • Optimizers/solvers
    • Matrix Types
    • Standardization
    • References
  • API Reference
    • BinomialDistribution
    • CloglogLink
    • ExponentialDispersionModel
    • GammaDistribution
    • GeneralizedHyperbolicSecant
    • GeneralizedLinearRegressor
    • GeneralizedLinearRegressorCV
    • IdentityLink
    • InverseGaussianDistribution
    • Link
    • LogLink
    • LogitLink
    • NegativeBinomialDistribution
    • NormalDistribution
    • PoissonDistribution
    • TweedieDistribution
    • TweedieLink
    • get_link()
  • GitHub
  • Changelog
    • 3.4.1 - 2026-05-06
    • 3.4.0 - 2026-04-27
    • 3.3.0 - 2026-04-14
    • 3.2.3 - 2026-03-18
    • 3.2.2 - 2026-03-17
    • 3.2.1 - 2026-03-16
    • 3.2.0 - 2026-03-10
    • 3.1.3 - 2025-02-18
    • 3.1.2 - 2025-01-30
    • 3.1.1 - 2025-01-13
    • 3.1.0 - 2024-11-11
    • 3.0.2 - 2024-06-25
    • 3.0.1 - 2024-05-23
    • 3.0.0 - 2024-04-27
    • 2.7.0 - 2024-02-19
    • 2.6.0 - 2023-09-05
    • 2.5.2 - 2023-06-02
    • 2.5.1 - 2023-05-19
    • 2.5.0 - 2023-04-28
    • 2.4.1 - 2023-03-14
    • 2.4.0 - 2023-01-31
    • 2.3.0 - 2023-01-06
    • 2.2.1 - 2022-11-25
    • 2.2.0 - 2022-11-25
    • 2.1.2 - 2022-07-01
    • 2.1.1 - 2022-07-01
    • 2.1.0 - 2022-06-27
    • 2.0.3 - 2021-11-05
    • 2.0.2 - 2021-11-03
    • 2.0.1 - 2021-10-11
    • 2.0.0 - 2021-10-08
    • 1.5.1 - 2021-07-22
    • 1.5.0 - 2021-07-15
    • 1.4.3 - 2021-06-25
    • 1.4.2 - 2021-06-15
    • 1.4.1 - 2021-05-01
    • 1.4.0 - 2021-04-13
    • 1.3.1 - 2021-04-12
    • 1.3.0 - 2021-04-12
    • 1.2.0 - 2021-02-04
    • 1.1.1 - 2021-01-11
    • 1.1.0 - 2020-11-23
    • 1.0.1 - 2020-11-12
    • 1.0.0 - 2020-11-11
    • 0.0.15 - 2020-11-11
    • 0.0.14 - 2020-08-06
    • 0.0.13 - 2020-07-23
    • 0.0.12 - 2020-07-07
    • 0.0.11 - 2020-07-02
    • 0.0.10 - 2020-06-30
    • 0.0.9 - 2020-06-26
    • 0.0.8 - 2020-06-24
    • 0.0.7 - 2020-06-17
    • 0.0.6 - 2020-06-16
    • 0.0.5 - 2020-06-10
    • 0.0.4 - 2020-06-08
    • 0.0.3 - 2020-06-08
glum
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