rusty-machine

library0.5.4rscratesunverified

A machine learning library providing algorithms for regression, classification, clustering, and neural networks.

# Cargo.toml
[dependencies]
rusty-machine = "0.5.4"

github ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · RUSTY-MACHINE

rusty-machine

otherrustv0.5.4

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

LinRegressor

✓ use rusty_machine::learning::lin_reg::LinRegressor;

Train a linear regression model and make a prediction.

use rusty_machine::learning::lin_reg::LinRegressor; use rusty_machine::linalg::Matrix; let inputs = Matrix::new(3, 1, vec![1.0, 2.0, 3.0]); let targets = Matrix::new(3, 1, vec![2.0, 4.0, 6.0]); let mut model = LinRegressor::default(); model.train(&inputs, &targets).unwrap(); let prediction = model.predict(&Matrix::new(1, 1, vec![4.0])).unwrap(); println!("Prediction: {:?}", prediction);

Debug

Known issues

breakingThe library is no longer actively maintained; consider using linfa or smartcore instead.

fix

Migrate to linfa or smartcore for continued support.

affects: >=0.5.0

Upgrade

Version history

0.5.4latest on crates.io

Audit

Dependencies

No dependency data recorded yet.

Agent activity

13 hits · last 30 days

node

Amazon

Resources

githubhttps://github.com/AtheMathmo/rusty-machine ↗

homepagehttps://github.com/AtheMathmo/rusty-machine ↗

docshttps://docs.rs/rusty-machine/ ↗