diff --git a/build/pyinstaller/hooks/hook-xgboost.py b/build/pyinstaller/hooks/hook-xgboost.py
new file mode 100644
index 000000000000..5bd501b6f956
--- /dev/null
+++ b/build/pyinstaller/hooks/hook-xgboost.py
@@ -0,0 +1,3 @@
+from PyInstaller.utils.hooks import collect_all
+
+datas, binaries, hiddenimports = collect_all("xgboost")
\ No newline at end of file