Skip to main content

A Library of Linear and Logistic Regression with Genetic algorithm instead of Gradient Descent

Project description

AI Project

Linear and Logistic Regression both mostly use Gradient Descent as their optimization algorithm

This project makes use of Genetic Algorithm instead to optimize the Weights and Biases

Genetic Algorithm follows:-

  1. Initialization
  2. Selection
  3. Crossover
  4. Mutation
  5. Termination

To learn more about Genetic Algorithm click here

Github - Here

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

genetic-lib-0.1.1.tar.gz (2.8 kB view details)

Uploaded Source

Built Distribution

genetic_lib-0.1.1-py3-none-any.whl (3.2 kB view details)

Uploaded Python 3

File details

Details for the file genetic-lib-0.1.1.tar.gz.

File metadata

  • Download URL: genetic-lib-0.1.1.tar.gz
  • Upload date:
  • Size: 2.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.10.2

File hashes

Hashes for genetic-lib-0.1.1.tar.gz
Algorithm Hash digest
SHA256 e65ee7641740427c78b810fdfeeeff54f7e122830a2f776d183be52795274bd2
MD5 7bcbe7cb38e5476cdf579e8742fc80fc
BLAKE2b-256 4806f8905754f19ec2ae7c2bbadea2cfeba6925002cfcbacb199cf4e56e6c489

See more details on using hashes here.

File details

Details for the file genetic_lib-0.1.1-py3-none-any.whl.

File metadata

  • Download URL: genetic_lib-0.1.1-py3-none-any.whl
  • Upload date:
  • Size: 3.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.10.2

File hashes

Hashes for genetic_lib-0.1.1-py3-none-any.whl
Algorithm Hash digest
SHA256 dd71805c46608a422bd3fb7db03ab68501d0b6b2a12ce6aa6341be22a12c8b3e
MD5 2b757d40cf15bfa8000b9fda73738b49
BLAKE2b-256 ee736e6c6c24628bf75640e536e4a71c42cc2d9ab066306b3f7feda3c05818a6

See more details on using hashes here.

Supported by

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