docs(optimizr): add logo and fix rtd deps

2026-02-09 16:15:41 +01:00
parent c1f4c0bde7
commit 43af949904
28 changed files with 805 additions and 220 deletions
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+# API: differential_evolution
+
+```python
+from optimizr import differential_evolution
+
+best_x, best_fx = differential_evolution(
+    objective_fn,
+    bounds,
+    popsize=15,
+    maxiter=1000,
+    f=None,
+    cr=None,
+    strategy="rand1",
+    seed=None,
+    tol=1e-6,
+    atol=1e-8,
+    track_history=False,
+    parallel=False,
+    adaptive=False,
+    constraint_penalty=1000.0,
+)
+```
+
+- `objective_fn`: callable `f(x: np.ndarray) -> float`
+- `bounds`: list of `(min, max)` tuples
+- Strategies: `rand1`, `best1`, `currenttobest1`, `rand2`, `best2`
+- Returns `(best_x: np.ndarray, best_fx: float)`