API reference

• Problem definition
  • Problem
  • Datafits
  • Penalties
• Solvers
  • Solver
  • sklearn adapters
  • celer adapters
  • Wrapping an arbitrary callable
• Criteria
  • Criterion
  • CriterionResult
  • HeldOutMSE
  • HeldOutLogistic
  • CrossVal
  • Sure
• Hypergradient
  • implicit_forward()
• Outer-search loops
  • grad_search()
  • hoag_search()
• Result and state dataclasses
  • SolverResult
  • IterationRecord
  • SearchState
  • SearchResult
• Type aliases
  • Scalar
  • Array
  • Hyperparam
  • DesignMatrix
  • IndexArray
• sklearn-compatible wrappers
  • LassoHO
  • ElasticNetHO
  • LogisticRegressionHO

The four extension surfaces are documented separately in Protocols & extension points.