alteryx/evalml

Add GLM regressor and classifier

Open

#1,309 opened on Oct 15, 2020

View on GitHubContributor guide
 (0 comments) (0 reactions) (1 assignee)Python (93 forks)auto 404
good first issuenew componentnew feature

Repository metrics

Stars
 (852 stars)
PR merge metrics
 (PR metrics pending)

Description

This could be a good place to start.

Contributor guide

Research direction
Examine existing model components, especially linear models, in the evalml codebase. Study H2O's GLM documentation to understand parameters. Implement the wrapper classes for both classification and regression.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonGitMachine Learning fundamentals
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50