Miao-WANG-Trista / SOLID_added_coordinate_descent_algorithm Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

We added one more algorithm to SOLID, a open-source package for advanced optimization algorithms

0 stars 0 forks Branches Tags Activity

Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
coordinate-descent		coordinate-descent
README.md		README.md

Repository files navigation

SOLID_add-on_coordinate-descent

ESSEC & CentraleSupelec DSBA

Advanced Optimization - 2021/22

Implementation:

Test Examples

test_ElasticNetCD.py : Solve linear regression based on california house-prices dataset
test_GoldenSearchCD.py : Minimize a given function

Comparison with SGD

comparison_sgd&encd.py

About

We added one more algorithm to SOLID, a open-source package for advanced optimization algorithms

coordinate-descent-algorithm

Report repository

Releases

No releases published

Packages

No packages published

Contributors 5

Languages