Add config/synthetic_grid.yaml

config/synthetic_grid.yaml

@@ -0,0 +1,96 @@
+# Synthetic experiment grid
+pilot:
+  N: 150
+  M: 150
+  K_values: [5, 10]
+  graph_types: [bounded_degree, erdos_renyi, power_law]
+  avg_degree_levels:
+    low: 5
+    medium: 10
+    high: 20
+  count_scale_levels:
+    low: 0.5
+    medium: 1.0
+    high: 3.0
+  prior_strength_configs:
+    strong:
+      a0: 1.0
+      b0: 1.0
+      c0: 1.0
+      d0: 1.0
+    weak:
+      a0: 0.1
+      b0: 0.1
+      c0: 0.1
+      d0: 0.1
+  deletion_types: [random, high_count, hub_adjacent, low_degree]
+  num_deletions_per_config: 20
+  radii: [1, 2, 3, 4]
+  seed: 42
+
+full:
+  N: 300
+  M: 300
+  K_values: [5, 10, 20]
+  graph_types: [bounded_degree, erdos_renyi, power_law]
+  avg_degree_levels:
+    low: 5
+    medium: 10
+    high: 20
+  count_scale_levels:
+    low: 0.5
+    medium: 1.0
+    high: 3.0
+  prior_strength_configs:
+    strong:
+      a0: 1.0
+      b0: 1.0
+      c0: 1.0
+      d0: 1.0
+    weak:
+      a0: 0.1
+      b0: 0.1
+      c0: 0.1
+      d0: 0.1
+  deletion_types: [random, high_count, hub_adjacent, low_degree]
+  num_deletions_per_config: 50
+  radii: [1, 2, 3, 4]
+  seed: 42
+
+# Model family ablation
+model_family_ablation:
+  N: 200
+  M: 200
+  K_values: [5, 10]
+  graph_types: [bounded_degree, erdos_renyi, power_law]
+  avg_degree_values: [5, 15]
+  num_deletions_per_config: 30
+  radii: [1, 2, 3, 4]
+  seed: 42
+
+  poisson_gamma:
+    count_scale_levels:
+      low: 0.5
+      medium: 1.0
+      high: 3.0
+    prior_configs:
+      strong: {a0: 1.0, b0: 1.0, c0: 1.0, d0: 1.0}
+      weak: {a0: 0.1, b0: 0.1, c0: 0.1, d0: 0.1}
+
+  gaussian_gaussian:
+    sigma_x_values:
+      high_noise: 2.0
+      medium_noise: 1.0
+      low_noise: 0.3
+    sigma_prior_values:
+      strong_prior: 0.5
+      weak_prior: 3.0
+
+  gaussian_gamma_map:
+    sigma_x_values:
+      high_noise: 2.0
+      medium_noise: 1.0
+      low_noise: 0.3
+    gamma_prior_strength:
+      strong: {a0: 2.0, b0: 2.0, c0: 2.0, d0: 2.0}
+      weak: {a0: 0.1, b0: 0.1, c0: 0.1, d0: 0.1}