Docs.rs
  • forust-ml-0.2.7
    • forust-ml 0.2.7
    • Docs.rs crate page
    • Links
    • Homepage
    • Repository
    • crates.io
    • Source
    • Owners
    • jinlow
    • Dependencies
      • rand ^0.8.5 normal
      • rayon ^1.7 normal
      • serde ^1.0 normal
      • serde_json ^1.0 normal
      • thiserror ^1.0 normal
      • criterion ^0.4 dev
    • Versions
    • 32.37% of the crate is documented
  • Go to latest version
  • Platform
    • i686-pc-windows-msvc
    • i686-unknown-linux-gnu
    • x86_64-apple-darwin
    • x86_64-pc-windows-msvc
    • x86_64-unknown-linux-gnu
  • Feature flags
  • docs.rs
    • About docs.rs
    • Badges
    • Builds
    • Metadata
    • Shorthand URLs
    • Download
    • Rustdoc JSON
    • Build queue
    • Privacy policy
  • Rust
    • Rust website
    • The Book
    • Standard Library API Reference
    • Rust by Example
    • The Cargo Guide
    • Clippy Documentation
logo

logo

Crate forust_ml

  • Structs
  • Enums
  • Traits
  • Functions
  • Type Definitions
?
Change settings

List of all items

Structs

  • binning::BinnedData
  • data::JaggedMatrix
  • data::Matrix
  • data::RowMajorMatrix
  • gradientbooster::GradientBooster
  • metric::AUCMetric
  • metric::LogLossMetric
  • metric::RootMeanSquaredErrorMetric
  • metric::RootMeanSquaredLogErrorMetric
  • objective::LogLoss
  • objective::SquaredLoss
  • sampler::GossSampler
  • sampler::RandomSampler
  • splitter::MissingBranchSplitter
  • splitter::MissingImputerSplitter
  • splitter::NodeInfo
  • splitter::SplitInfo
  • tree::Tree

Enums

  • constraints::Constraint
  • errors::ForustError
  • gradientbooster::ContributionsMethod
  • metric::Metric
  • objective::ObjectiveType
  • sampler::SampleMethod
  • splitter::MissingInfo

Traits

  • data::FloatData
  • metric::EvaluationMetric
  • objective::ObjectiveFunction
  • sampler::Sampler
  • splitter::Splitter

Functions

  • binning::bin_matrix
  • metric::is_comparison_better
  • metric::log_loss
  • metric::metric_callables
  • metric::roc_auc_score
  • metric::root_mean_squared_error
  • metric::root_mean_squared_log_error
  • objective::gradient_hessian_callables
  • utils::constrained_weight
  • utils::cull_gain
  • utils::fast_f64_sum
  • utils::fast_sum
  • utils::gain
  • utils::gain_given_weight
  • utils::is_missing
  • utils::items_to_strings
  • utils::map_bin
  • utils::missing_compare
  • utils::naive_sum
  • utils::percentiles
  • utils::pivot_on_split
  • utils::pivot_on_split_exclude_missing
  • utils::precision_round
  • utils::weight

Type Definitions

  • constraints::ConstraintMap
  • gradientbooster::EvaluationData
  • gradientbooster::TrainingEvaluationData
  • metric::MetricFn