From 4132e4319cfa398f08b4a400399b7b8911030ee4 Mon Sep 17 00:00:00 2001
From: Vaibhav Sharma <88285949+vbv-shm@users.noreply.github.com>
Date: Wed, 27 Nov 2024 03:40:26 +0530
Subject: [PATCH] update homophily value in Schelling example

---
 .codespellignore                        | 3 +--
 benchmarks/configurations.py            | 4 ++--
 mesa/examples/basic/schelling/agents.py | 1 +
 mesa/examples/basic/schelling/app.py    | 2 +-
 mesa/examples/basic/schelling/model.py  | 6 +++---
 5 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.codespellignore b/.codespellignore
index 05536e8dbc3..25659aef031 100644
--- a/.codespellignore
+++ b/.codespellignore
@@ -6,5 +6,4 @@ inactivate
 ue
 fpr
 falsy
-assertIn
-nD
+assertIn
\ No newline at end of file
diff --git a/benchmarks/configurations.py b/benchmarks/configurations.py
index 95bb41c806a..affcbc9302c 100644
--- a/benchmarks/configurations.py
+++ b/benchmarks/configurations.py
@@ -35,7 +35,7 @@
             "parameters": {
                 "height": 40,
                 "width": 40,
-                "homophily": 3,
+                "homophily": 0.4,
                 "radius": 1,
                 "density": 0.625,
             },
@@ -47,7 +47,7 @@
             "parameters": {
                 "height": 100,
                 "width": 100,
-                "homophily": 8,
+                "homophily": 0.8,
                 "radius": 2,
                 "density": 0.8,
             },
diff --git a/mesa/examples/basic/schelling/agents.py b/mesa/examples/basic/schelling/agents.py
index 326f15493bd..15308321529 100644
--- a/mesa/examples/basic/schelling/agents.py
+++ b/mesa/examples/basic/schelling/agents.py
@@ -19,6 +19,7 @@ def step(self) -> None:
             self.pos, moore=True, radius=self.model.radius
         )
 
+
         # Count similar neighbors
         similar_neighbors = len([n for n in neighbors if n.type == self.type])
 
diff --git a/mesa/examples/basic/schelling/app.py b/mesa/examples/basic/schelling/app.py
index d9811b51b52..4e91ebd8ba0 100644
--- a/mesa/examples/basic/schelling/app.py
+++ b/mesa/examples/basic/schelling/app.py
@@ -26,7 +26,7 @@ def agent_portrayal(agent):
     },
     "density": Slider("Agent density", 0.8, 0.1, 1.0, 0.1),
     "minority_pc": Slider("Fraction minority", 0.2, 0.0, 1.0, 0.05),
-    "homophily": Slider("Homophily", 0.3, 0.0, 0.8, 0.1),
+    "homophily": Slider("Homophily", 0.4, 0.0, 1, 0.1),
     "width": 20,
     "height": 20,
 }
diff --git a/mesa/examples/basic/schelling/model.py b/mesa/examples/basic/schelling/model.py
index 3ee0746c073..e9a01cb2116 100644
--- a/mesa/examples/basic/schelling/model.py
+++ b/mesa/examples/basic/schelling/model.py
@@ -13,7 +13,7 @@ def __init__(
         width: int = 40,
         density: float = 0.8,
         minority_pc: float = 0.5,
-        homophily: int = 3,
+        homophily: float = 0.3,
         radius: int = 1,
         seed=None,
     ):
@@ -24,7 +24,7 @@ def __init__(
             height: Height of the grid
             density: Initial chance for a cell to be populated (0-1)
             minority_pc: Chance for an agent to be in minority class (0-1)
-            homophily: Minimum number of similar neighbors needed for happiness
+            homophily_ratio: Ratio of similar neighbors to total neighbors needed for happiness
             radius: Search radius for checking neighbor similarity
             seed: Seed for reproducibility
         """
@@ -35,7 +35,7 @@ def __init__(
         self.width = width
         self.density = density
         self.minority_pc = minority_pc
-        self.homophily = homophily
+        self.homophily_ratio = homophily
         self.radius = radius
 
         # Initialize grid