sklears-linear

This version has 49 feature flags, 6 of them enabled by default.

default

• coordinate-descent (default)
• early-stopping (default)
• lasso (default)
• linear-regression (default)
• ridge (default)
• std (default)

coordinate-descent (default)

This feature flag does not enable additional features.

early-stopping (default)

This feature flag does not enable additional features.

lasso (default)

This feature flag does not enable additional features.

linear-regression (default)

This feature flag does not enable additional features.

ridge (default)

This feature flag does not enable additional features.

std (default)

• sklears-core/std (default)

admm

This feature flag does not enable additional features.

all-algorithms

• bayesian
• elastic-net
• glm
• lasso (default)
• linear-regression (default)
• logistic-regression
• multi-task
• quantile-regression
• ridge (default)
• robust-regression

all-solvers

• admm
• constrained-optimization
• coordinate-descent (default)
• online-learning
• sgd

bayesian

This feature flag does not enable additional features.

benchmarking

This feature flag does not enable additional features.

chrono

• dep:chrono

chunked-processing

• memory-mapping

constrained-optimization

This feature flag does not enable additional features.

convergence-analysis

This feature flag does not enable additional features.

cross-validation

This feature flag does not enable additional features.

diagnostics

This feature flag does not enable additional features.

elastic-net

• lasso (default)
• ridge (default)

feature-selection

This feature flag does not enable additional features.

full

• all-algorithms
• all-solvers
• convergence-analysis
• cross-validation
• diagnostics
• early-stopping (default)
• feature-selection
• gpu
• memory-mapping
• parallel
• plotting
• regularization-path
• reporting
• residual-analysis
• serde
• simd
• sparse
• streaming
• uncertainty-quantification

glm

This feature flag does not enable additional features.

gpu

• sklears-core/gpu_support

huber

This feature flag does not enable additional features.

logistic-regression

This feature flag does not enable additional features.

memory-mapping

This feature flag does not enable additional features.

multi-task

• multi-task-elastic-net
• multi-task-lasso

multi-task-elastic-net

• elastic-net

multi-task-lasso

• lasso (default)

online-learning

• sgd

oxicode

• dep:oxicode

parallel

• rayon

plotting

This feature flag does not enable additional features.

property-testing

This feature flag does not enable additional features.

quantile-regression

This feature flag does not enable additional features.

ransac

This feature flag does not enable additional features.

rayon

• dep:rayon

regularization-path

This feature flag does not enable additional features.

reporting

This feature flag does not enable additional features.

residual-analysis

This feature flag does not enable additional features.

rmp-serde

• dep:rmp-serde

robust-regression

• huber
• ransac
• theil-sen

serde

• chrono
• dep:serde
• oxicode
• rmp-serde
• serde_json
• sklears-core/serde

serde_json

• dep:serde_json

sgd

This feature flag does not enable additional features.

simd

This feature flag does not enable additional features.

sparse

• dep:scirs2-sparse

streaming

This feature flag does not enable additional features.

theil-sen

This feature flag does not enable additional features.

uncertainty-quantification

• bayesian