Crate linfa_logistic
source ·Expand description
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
Structs
- A fitted logistic regression which can make predictions
- A fitted multinomial logistic regression which can make predictions
Type Aliases
- A two-class logistic regression model.
- A multinomial class logistic regression model.
- Validated version of
LogisticRegression
- Validated version of
MultiLogisticRegression