havakv / havakv/pycox

Newton-Raphson optimization

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Dominant language
Python
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Forks
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Description

I am currently working on my research, namely comparing the conventional optimization method, namely Newton-Raphson, in estimating Coxph parameters with the SGD optimization method. What if I want to use Newton Raphson as an optimizer on Coxph? Please help me

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Research direction

The issue does not identify a file, test, or entry point. Start by locating the CoxPH implementation and its current SGD optimization path, then determine how an alternative Newton-Raphson optimizer would fit. Done would require a defined implementation scope and tests or documented comparison showing Newton-Raphson parameter estimation works.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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