### 9 releases (5 breaking)

0.7.0 | Oct 16, 2023 |
---|---|

0.6.1 | Dec 3, 2022 |

0.6.0 | Jun 15, 2022 |

0.5.1 | Mar 1, 2022 |

0.2.1 | Nov 29, 2020 |

#**825** in Machine learning

**6,323** downloads per month

**MIT/Apache**

265KB

5K
SLoC

# Logistic Regression

## The Big Picture

is a crate in the `linfa-logistic`

ecosystem, an effort to create a toolkit for classical Machine Learning implemented in pure Rust, akin to Python's `linfa`

.`scikit-learn`

## Current state

provides pure Rust implementations of two-class and multinomial logistic regression models.`linfa-logistic`

## Examples

There are usage examples in the

directory.`examples/`

To run the two-class example, use:

`$`` cargo run`` --`example winequality

To run the multinomial example, use:

`$`` cargo run`` --`example winequality_multi

## License

Dual-licensed to be compatible with the Rust project.

Licensed under the Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0 or the MIT license http://opensource.org/licenses/MIT, at your option. This file may not be copied, modified, or distributed except according to those terms.

###
`lib.rs`

:

# Logistic Regression

## The Big Picture

is a crate in the `linfa-logistic`

ecosystem, an effort to create a toolkit for classical Machine Learning implemented in pure Rust, akin to Python's `linfa`

.`scikit-learn`

## Current state

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

## Examples

There is an usage example in the

directory. To run, use:`examples/`

`$`` cargo run`` --`example winequality

#### Dependencies

~6.5MB

~123K SLoC