diff --git a/.github/workflows/python-actions.yml b/.github/workflows/python-actions.yml
index 364b4982..5be4d220 100644
--- a/.github/workflows/python-actions.yml
+++ b/.github/workflows/python-actions.yml
@@ -20,7 +20,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest]
-        python-version: [3.9]
+        python-version: [3.11]
 
     steps:
     - uses: actions/checkout@v2
@@ -58,7 +58,7 @@ jobs:
     strategy:
       fail-fast: true  # one failure is enough
       matrix:
-        python-version: [3.9]
+        python-version: [3.11]
         player1: [bio, bc, 4gate, lurker, mutalisk, saferaven, disruptor]
         player2: [ai.zerg.hard.macro]
 
diff --git a/requirements.dev.txt b/requirements.dev.txt
index 4514f9f6..12e90710 100644
--- a/requirements.dev.txt
+++ b/requirements.dev.txt
@@ -1,6 +1,6 @@
-pytest==5.4.1
-pytest-asyncio==0.11.0
-pytest-pythonpath==0.7.3
+pytest==7.2.1
+pytest-asyncio==0.20.3
+pytest-pythonpath==0.7.4
 flake8==3.7.9
 black==19.10b0
 pre-commit==2.2.0
diff --git a/requirements.txt b/requirements.txt
index dcbf138c..6586c816 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,13 +1,13 @@
 s2clientprotocol==4.10.3.76114.0
 portpicker==1.4.0
-numpy==1.20.0
+numpy==1.24.1
 requests==2.23.0
 aiohttp==3.7.4
-scipy==1.7.1
+scipy==1.10.0
 six==1.16.0
-opencv-python==4.5.3.56
+opencv-python==4.7.0.68
 more-itertools==7.2.0
 mpyq==0.2.5
-scikit-learn==0.24.2
+scikit-learn==1.2.0
 loguru==0.6.0
 protobuf==3.20.2
diff --git a/sc2pathlib/sc2pathlib.cp311-win_amd64.pyd b/sc2pathlib/sc2pathlib.cp311-win_amd64.pyd
new file mode 100644
index 00000000..79f1f576
Binary files /dev/null and b/sc2pathlib/sc2pathlib.cp311-win_amd64.pyd differ
diff --git a/sc2pathlib/sc2pathlib.cpython-311-darwin.so b/sc2pathlib/sc2pathlib.cpython-311-darwin.so
new file mode 100644
index 00000000..19879056
Binary files /dev/null and b/sc2pathlib/sc2pathlib.cpython-311-darwin.so differ
diff --git a/sc2pathlib/sc2pathlib.cpython-311-x86_64-linux-gnu.so b/sc2pathlib/sc2pathlib.cpython-311-x86_64-linux-gnu.so
new file mode 100644
index 00000000..d6d35d5d
Binary files /dev/null and b/sc2pathlib/sc2pathlib.cpython-311-x86_64-linux-gnu.so differ
diff --git a/sharpy/combat/micro_rules.py b/sharpy/combat/micro_rules.py
index 4c978a68..e97a9eee 100644
--- a/sharpy/combat/micro_rules.py
+++ b/sharpy/combat/micro_rules.py
@@ -112,5 +112,4 @@ def load_default_micro(self):
         self.unit_micros[UnitTypeId.REAPER] = MicroReaper()
         self.unit_micros[UnitTypeId.WIDOWMINE] = MicroMines()
 
-
         self.generic_micro = GenericMicro()
diff --git a/sharpy/combat/terran/micro_widowmines.py b/sharpy/combat/terran/micro_widowmines.py
index 8e609a72..60f9474d 100644
--- a/sharpy/combat/terran/micro_widowmines.py
+++ b/sharpy/combat/terran/micro_widowmines.py
@@ -1,4 +1,3 @@
-
 from sc2.ids.ability_id import AbilityId
 from sc2.ids.unit_typeid import UnitTypeId
 from sc2.unit import Unit
@@ -15,17 +14,17 @@ def __init__(self):
 
     def unit_solve_combat(self, unit: Unit, current_command: Action) -> Action:
         relevant_enemies = self.enemies_near_by.visible
-        #unburrow if retreating
-        if self.move_type == MoveType.PanicRetreat: 
+        # unburrow if retreating
+        if self.move_type == MoveType.PanicRetreat:
             if unit.type_id == UnitTypeId.WIDOWMINEBURROWED and not relevant_enemies.exists:
                 self.requested_mode = AbilityId.BURROWUP_WIDOWMINE
-        #getting distance to closest enemy               
+        # getting distance to closest enemy
         else:
             if relevant_enemies.exists:
                 self.closest_enemy = relevant_enemies.closest_distance_to(unit)
             else:
                 self.closest_enemy = 100
-        #toggle mode request
+        # toggle mode request
         if self.closest_enemy <= self.burrow_distance:
             if self.requested_mode == AbilityId.BURROWUP_WIDOWMINE:
                 self.requested_mode = AbilityId.BURROWDOWN_WIDOWMINE
@@ -34,10 +33,9 @@ def unit_solve_combat(self, unit: Unit, current_command: Action) -> Action:
             if self.requested_mode == AbilityId.BURROWDOWN_WIDOWMINE:
                 self.requested_mode = AbilityId.BURROWUP_WIDOWMINE
 
-
         if unit.type_id == UnitTypeId.WIDOWMINEBURROWED and self.requested_mode == AbilityId.BURROWUP_WIDOWMINE:
             return Action(None, False, self.requested_mode)
         elif unit.type_id == UnitTypeId.WIDOWMINE and self.requested_mode == AbilityId.BURROWDOWN_WIDOWMINE:
-            return Action(None,False, self.requested_mode)
+            return Action(None, False, self.requested_mode)
         else:
             return current_command
diff --git a/test/Dockerfile_python-sc2 b/test/Dockerfile_python-sc2
index 65e17751..cd4b17f5 100644
--- a/test/Dockerfile_python-sc2
+++ b/test/Dockerfile_python-sc2
@@ -1,5 +1,5 @@
 # Set up StarCraft II Test Environment for python-sc2 bots (not pysc2 bots!)
-ARG PYTHON_VERSION=3.9
+ARG PYTHON_VERSION=3.11
 
 # Use an official debian stretch slim release as a base image
 FROM python:$PYTHON_VERSION-slim