Crate linfa_logistic

Logistic Regression

The Big Picture

linfa-logistic is a crate in the linfa ecosystem, an effort to create a toolkit for classical Machine Learning implemented in pure Rust, akin to Python’s scikit-learn.

Current state

linfa-logistic provides a pure Rust implementation of a binomial logistic regression model and a multinomial logistic regression model.

Examples

There is an usage example in the examples/ directory. To run, use:

$ cargo run --example winequality

Modules

• error

Structs

• BinaryClassLabels
• ClassLabel
• FittedLogisticRegression
  A fitted logistic regression which can make predictions
• MultiFittedLogisticRegression
  A fitted multinomial logistic regression which can make predictions

Type Aliases

• LogisticRegression
  A two-class logistic regression model.
• MultiLogisticRegression
  A multinomial class logistic regression model.
• ValidLogisticRegression
  Validated version of LogisticRegression
• ValidMultiLogisticRegression
  Validated version of MultiLogisticRegression