diff --git a/extras/requirements-py310 b/extras/requirements-py310
index 32c60b4..a63537d 100644
--- a/extras/requirements-py310
+++ b/extras/requirements-py310
@@ -5,4 +5,9 @@ ipykernel
 httpx
 apscheduler
 pymysql
-loguru
\ No newline at end of file
+loguru
+# custom
+pandas
+numpy
+scikit-learn
+pyspark
\ No newline at end of file
diff --git a/extras/requirements-py312 b/extras/requirements-py312
index 32c60b4..a63537d 100644
--- a/extras/requirements-py312
+++ b/extras/requirements-py312
@@ -5,4 +5,9 @@ ipykernel
 httpx
 apscheduler
 pymysql
-loguru
\ No newline at end of file
+loguru
+# custom
+pandas
+numpy
+scikit-learn
+pyspark
\ No newline at end of file
diff --git a/extras/requirements-py38 b/extras/requirements-py38
index 32c60b4..a63537d 100644
--- a/extras/requirements-py38
+++ b/extras/requirements-py38
@@ -5,4 +5,9 @@ ipykernel
 httpx
 apscheduler
 pymysql
-loguru
\ No newline at end of file
+loguru
+# custom
+pandas
+numpy
+scikit-learn
+pyspark
\ No newline at end of file