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XGBoost tutorial #2567

Merged
merged 8 commits into from
Nov 20, 2023
Merged

XGBoost tutorial #2567

merged 8 commits into from
Nov 20, 2023

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yan-gao-GY
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Issue

There is no easy-to-read XGBoost tutorial in Flower.

Description

We have implemented XGBoost with bagging aggregation in this PR, but there is no detailed tutorial to explain each step.

Proposal

We finish a complete step-by-step tutorial to explain 1) how the local XGBoost training conducts, and 2) how the clients' models are aggregated on the server.

Note

After the strategy moves to the core framework, some changes requires accordingly.

@danieljanes danieljanes merged commit 459c7fc into main Nov 20, 2023
@danieljanes danieljanes deleted the xgboost_tutorial branch November 20, 2023 09:59
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2 participants