diff --git a/requirements.txt b/requirements.txt
index c341360..d026a6d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,10 +2,10 @@ numpy>=1.19
 scipy>=1.5.1
 scikit_learn>=0.20.0
 pandas>=1.0.0
-torch>=1.10.0,<1.13.1
+torch>=1.10.0
 tqdm>=4.62.3
 ray==2.6.1
 pyarrow>=11.0.0
 einops
 statsmodels
-arch
\ No newline at end of file
+arch
diff --git a/setup.py b/setup.py
index a94f7da..804c674 100644
--- a/setup.py
+++ b/setup.py
@@ -26,6 +26,7 @@
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "License :: OSI Approved :: BSD License",
     ],
 )