adding of eeg dataset with bayesian tests

eXascaleInfolab · Sep 27, 2024 · fdf4467 · fdf4467
1 parent 6f9305c
commit fdf4467
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Showing 34 changed files with 975 additions and 95 deletions.
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
diff --git a/env/default_values.toml b/env/default_values.toml
@@ -1,23 +1,23 @@
 [cdrec]
-default_reduction_rank = 1
-default_epsilon = 0.000001
-default_epsilon_str = "E-6"
-default_iteration = 100
+rank = 1
+epsilon = 0.000001
+epsilon_str = "E-6"
+iteration = 100
 
 [stmvl]
-default_window_size = 2
-default_gamma = 0.85
-default_alpha = 7
+window_size = 2
+gamma = 0.85
+alpha = 7
 
 [iim]
-default_neighbor = 10
-default_algorithm_code = "iim 2"
+neighbor = 10
+algorithm_code = "iim 2"
 
 [mrnn]
-default_hidden_dim = 10
-default_learning_rate = 0.01
-default_iterations = 1000
-default_sequence_length = 7
+hidden_dim = 10
+learning_rate = 0.01
+iterations = 1000
+sequence_length = 7
 
 [explainer]
 splitter = 10

diff --git a/env/optimal_parameters_cdrec.toml b/env/optimal_parameters_cdrec.toml
@@ -0,0 +1,4 @@
+[cdrec]
+rank = "9"
+epsilon = 1.591301339858638e-5
+iteration = "100"
diff --git a/env/optimal_parameters_iim.toml b/env/optimal_parameters_iim.toml
@@ -0,0 +1,4 @@
+[cdrec]
+rank = "9"
+epsilon = 1.591301339858638e-5
+iteration = "100"
diff --git a/env/optimal_parameters_mrnn.toml b/env/optimal_parameters_mrnn.toml
@@ -0,0 +1,4 @@
+[cdrec]
+rank = "9"
+epsilon = 1.591301339858638e-5
+iteration = "100"
diff --git a/env/optimal_parameters_stmvl.toml b/env/optimal_parameters_stmvl.toml
@@ -0,0 +1,4 @@
+[cdrec]
+rank = "9"
+epsilon = 1.591301339858638e-5
+iteration = "100"
diff --git a/imputegap/__pycache__/runner.cpython-311.pyc b/imputegap/__pycache__/runner.cpython-311.pyc
diff --git a/imputegap/assets/contamination/test_contamination.png b/imputegap/assets/contamination/test_contamination.png
diff --git a/imputegap/assets/ground_truth/test_ground_truth.png b/imputegap/assets/ground_truth/test_ground_truth.png
diff --git a/imputegap/assets/imputation/test_imputation.png b/imputegap/assets/imputation/test_imputation.png