shap-rs 0.1.0

Native Rust implementations of model-agnostic, linear, and TreeSHAP explainers
Documentation
mod additive;
mod auto;
mod causal;
mod deep;
mod exact;
mod gradient;
mod kernel;
mod linear;
mod partition;
mod permutation;
mod sampling;
mod tree;
pub use additive::AdditiveExplainer;
pub use auto::{AutoAlgorithm, AutoExplainer};
pub use causal::{CausalExplainer, CausalGraph, CausalMaskingMode, CausalTabularMasker};
pub use deep::DeepExplainer;
pub use exact::ExactExplainer;
pub use gradient::GradientExplainer;
pub use kernel::{KernelExplainer, KernelSolver};
pub use linear::{CorrelatedLinearExplainer, LinearExplainer};
pub use partition::{
    correlation_partition, FeaturePartition, HierarchicalPartitionExplainer, PartitionExplainer,
    PartitionNode, PartitionTree,
};
pub use permutation::PermutationExplainer;
pub use sampling::SamplingExplainer;
pub use tree::{InterventionalTreeExplainer, TreeExplainer};