uber/causalml

When add the Honest Tree to the CausalTreeRegressor?

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#584 opened on Nov 30, 2022

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enhancementhelp wanted

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Description

Hi,@alexander-pv. Do you have any plans to add the Honesty Tree to the CausalTreeRegressor?

Contributor guide

Research direction
Investigate the existing CausalTreeRegressor implementation in the causalml repository. Understand the concept of Honesty Trees and how they differ from standard causal trees. Check the issue comments for any maintainer response or discussion. Look at contributing guidelines to learn how to propose and implement new features. Also search for any related pull requests or branches.
Tech stack
python
Domain
machine learningdata
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Needs maintainer response
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGitMachine Learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
35