kmp5VT / kmp5VT/ITensorCPD.jl

Updated solver support

Open
#5 0 comments 0 reactions 0 assignees View on GitHub
enhancement good first issue
Dominant language
Julia
Stars
7
Forks
2
PR merge metrics
No merged PRs in 30d

Description

It would be useful to integrate other solver ideas into this package. Specifically

- regularization,
- line search methods,
- tucker/randomized compression schemes and
- gradient descent algorithms.

Contributor guide

No contributing guide indexed for this repository

Research direction

No files, tests, or entry points are named; start by reviewing the package's existing CPD solver implementation and how solver options are exposed. Define the scope and validation criteria for regularization, line search, compression schemes, and gradient descent before implementation.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.