https://github.com/pharo-ai/linear-models

Linear models like linear and logistic regression implementation
https://github.com/pharo-ai/linear-models

ai classification linear-regression logistic-regression models pharo regression regression-models smalltalk

Last synced: 4 months ago
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Linear models like linear and logistic regression implementation

• Host: GitHub
• URL: https://github.com/pharo-ai/linear-models
• Owner: pharo-ai
• License: mit
• Created: 2021-08-06T14:05:45.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2023-12-19T14:53:35.000Z (over 1 year ago)
• Last Synced: 2025-01-24T20:45:46.468Z (5 months ago)
• Topics: ai, classification, linear-regression, logistic-regression, models, pharo, regression, regression-models, smalltalk
• Language: Smalltalk
• Homepage:
• Size: 187 KB
• Stars: 1
• Watchers: 6
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Linear Models

[![Build status](https://github.com/pharo-ai/linear-models/workflows/CI/badge.svg)](https://github.com/pharo-ai/linear-models/actions/workflows/test.yml)

[![Coverage Status](https://coveralls.io/repos/github/pharo-ai/linear-models/badge.svg?branch=master)](https://coveralls.io/github/pharo-ai/linear-models?branch=master)

[![Pharo version](https://img.shields.io/badge/Pharo-9-%23aac9ff.svg)](https://pharo.org/download)

[![Pharo version](https://img.shields.io/badge/Pharo-10-%23aac9ff.svg)](https://pharo.org/download)

[![Pharo version](https://img.shields.io/badge/Pharo-11-%23aac9ff.svg)](https://pharo.org/download)

[![Pharo version](https://img.shields.io/badge/Pharo-12-%23aac9ff.svg)](https://pharo.org/download)

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/pharo-ai/linear-regression/master/LICENSE)

## Description

For more information please refer to the pharo-ai wiki: https://github.com/pharo-ai/wiki

This is a library that implements two of the most-know linear models: Linear and Logistic regression. 

## How to install it

To install `linear-models`, go to the Playground (Ctrl+OW) in your [Pharo](https://pharo.org/) image and execute the following Metacello script (select it and press Do-it button or Ctrl+D):

```Smalltalk

Metacello new

  baseline: 'AILinearModels';

  repository: 'github://pharo-ai/linear-models/src';

  load.

```

## How to depend on it

If you want to add a dependency on `linear-models` to your project, include the following lines into your baseline method:

```Smalltalk

spec

  baseline: 'AILinearModels'

  with: [ spec repository: 'github://pharo-ai/linear-models/src' ].

```