Add fixed-time horizon table to performance demo

Author: uriahf

examples/performance_table_demo.py

@@ -8,9 +8,9 @@
 def _():
     import marimo as mo
     import numpy as np
-    from rtichoke import create_performance_table
+    from rtichoke import create_performance_table, create_performance_table_times
 
-    return create_performance_table, mo, np
+    return create_performance_table, create_performance_table_times, mo, np
 
 
 @app.cell
@@ -69,6 +69,29 @@ def _(create_performance_table, mo, model_a, model_b, reals):
     return
 
 
+@app.cell
+def _(np):
+    time_probs = {
+        "Model A": np.array([0.10, 0.20, 0.30, 0.40, 0.50, 0.60, 0.70, 0.80, 0.90, 1.00])
+    }
+    time_reals = np.array([0, 0, 0, 0, 1, 1, 1, 1, 1, 1])
+    times = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+    return time_probs, time_reals, times
+
+
+@app.cell
+def _(create_performance_table_times, mo, time_probs, time_reals, times):
+    mo.md("## Fixed time horizons — 5 and 10")
+    create_performance_table_times(
+        probs=time_probs,
+        reals=time_reals,
+        times=times,
+        fixed_time_horizons=[5, 10],
+        by=0.10,
+    )
+    return
+
+
 @app.cell
 def _(mo):
     mo.md(