Skip to main content

A simple Linear Regression implementation from scratch

Project description

rootlearn

rootlearn is a lightweight machine learning library built from scratch in Python.
It currently supports linear regression and core evaluation metrics like MSE and R².
Ideal for learning, experimentation, and educational purposes.

Features

-- Linear Regression from scratch -- Metrics: Mean Squared Error (MSE), R² Score -- Easy-to-use API (like fit(), predict()) -- Designed for learning and minimal dependencies

Installation

pip install rootlearn

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

rootlearn-0.1.4.tar.gz (3.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

rootlearn-0.1.4-py3-none-any.whl (3.6 kB view details)

Uploaded Python 3

File details

Details for the file rootlearn-0.1.4.tar.gz.

File metadata

  • Download URL: rootlearn-0.1.4.tar.gz
  • Upload date:
  • Size: 3.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.4

File hashes

Hashes for rootlearn-0.1.4.tar.gz
Algorithm Hash digest
SHA256 81f170bad4fd4453e205b3758cefb73b134559a01716e129042ab3f1dc148949
MD5 e073a6d125efeef72d7a3543b00565b2
BLAKE2b-256 da314f3a1aa798cc5369e7138889275642c13634d2127150c95f0b24d3870ac1

See more details on using hashes here.

File details

Details for the file rootlearn-0.1.4-py3-none-any.whl.

File metadata

  • Download URL: rootlearn-0.1.4-py3-none-any.whl
  • Upload date:
  • Size: 3.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.4

File hashes

Hashes for rootlearn-0.1.4-py3-none-any.whl
Algorithm Hash digest
SHA256 d76be94f59e8154dc80e56ba8297c4a896124c960d609eb660937646f5881483
MD5 016203da9a136e05e2612d4d6046c70d
BLAKE2b-256 54e670c6f07db43ed33803c37f661803c284098a699c2b437043ce0df7789504

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page