WIP: feat: xgboost prediction for player movements and rotation #52

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microcrit wants to merge 21 commits from feat/aimbot/xgboost into main

microcrit commented

2025-09-05 02:39:25 +00:00

(Migrated from github.com)

stems from playeraimbot branch which this feature depends on. will likely cause merge conflicts in the future.

should improve accuracy and make "prediction" for playeraimbot make sense.
may end up making aiming logic more accurate

see xgboost repo for trained models. not 100% sure how models will be downloaded but i'll find a way.
if this is not needed please delete the branch and i will switch back to the aimbot branch.

stems from playeraimbot branch which this feature depends on. will likely cause merge conflicts in the future. should improve accuracy and make "prediction" for playeraimbot make sense. may end up making aiming logic more accurate see [xgboost repo](https://github.com/cigaretteclient/xgboost) for trained models. not 100% sure how models will be downloaded but i'll find a way. if this is not needed please delete the branch and i will switch back to the aimbot branch.

microcrit commented

2025-09-05 02:40:25 +00:00

(Migrated from github.com)

requires testing

microcrit commented

2025-09-05 02:41:55 +00:00

(Migrated from github.com)

BTW the same group that made xgboost-java also made the lightgmb4j bindings, if we want memory efficiency we might want to use it instead

BTW the same group that made xgboost-java also made the lightgmb4j bindings, if we want memory efficiency we might want [to use it instead](https://mvnrepository.com/artifact/io.github.metarank/lightgbm4j)

This pull request has changes conflicting with the target branch.

src/main/java/dev/cigarette/gui/widget/SliderWidget.java
src/main/java/dev/cigarette/module/bedwars/AutoBlockIn.java
src/main/java/dev/cigarette/module/bedwars/Bridger.java

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