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Reformating, fixing many bugs

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This commit is contained in:
araison 2023-01-08 20:12:38 +01:00
parent 10baa1d443
commit fbc685503c
14 changed files with 369 additions and 245 deletions
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8
explaining_framework/config/explainer_config/eixgnn_config.py
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@ -37,12 +37,12 @@ def set_eixgnn_cfg(eixgnn_cfg):
return eixgnn_cfg
eixgnn_cfg.seed = 0
eixgnn_cfg.L = 50
eixgnn_cfg.p = 0.5
eixgnn_cfg.importance_sampling_strategy = "node"
eixgnn_cfg.L = 5
eixgnn_cfg.p = 0.1
eixgnn_cfg.importance_sampling_strategy = "neighborhood"
eixgnn_cfg.domain_similarity = "relative_edge_density"
eixgnn_cfg.signal_similarity = "KL"
eixgnn_cfg.shapley_value_approx = 100
eixgnn_cfg.shapley_value_approx = 20
def assert_eixgnn_cfg(eixgnn_cfg):

1
explaining_framework/config/explainer_config/scgnn_config.py
View file

@ -39,6 +39,7 @@ def set_scgnn_cfg(scgnn_cfg):
scgnn_cfg.depth = "all"
scgnn_cfg.interest_map_norm = True
scgnn_cfg.score_map_norm = True
scgnn_cfg.target_baseline = "inference"
def assert_cfg(scgnn_cfg):

8
explaining_framework/config/explaining_config.py
View file

@ -57,9 +57,7 @@ def set_cfg(explaining_cfg):
explaining_cfg.dataset.name = "Cora"
explaining_cfg.dataset.items = None
explaining_cfg.run_topological_stat = True
explaining_cfg.dataset.item = None
# ----------------------------------------------------------------------- #
# Model options
@ -116,7 +114,7 @@ def set_cfg(explaining_cfg):
explaining_cfg.threshold.config.type = "all"
explaining_cfg.threshold.value = CN()
explaining_cfg.threshold.value.hard = [i * 0.05 for i in range(21)]
explaining_cfg.threshold.value.hard = [(i * 10) / 100 for i in range(1, 10)]
explaining_cfg.threshold.value.topk = [2, 3, 5, 10, 20, 30, 50]
# which objectives metrics to computes, either all or one in particular if implemented
@ -131,7 +129,7 @@ def set_cfg(explaining_cfg):
# Whether or not recomputing metrics if they already exist
explaining_cfg.adjust = CN()
explaining_cfg.adjust.strategy = "rpn"
explaining_cfg.adjust.strategy = "rpns"
explaining_cfg.attack = CN()
explaining_cfg.attack.name = "all"