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COFRNET - Minor fixes on binary incompatibility of numpy/pandas by pinning numpy version and explainer #197

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Feb 26, 2025
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COFRNET - Minor fixes on binary incompatibility of numpy/pandas by pinning numpy version and explainer #197

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37c40ed
Fixes binary incompatibility of numpy/pandas by pinning numpy version
rahulnair23ibm Jan 6, 2025
6e7d126
Adding signoff.
rahulnair23ibm Jan 6, 2025
f7bcc72
Bug fix on explainer
rahulnair23ibm Jan 8, 2025
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4 changes: 2 additions & 2 deletions aix360/algorithms/cofrnet/CoFrNet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -130,7 +130,7 @@ def explain(self, explain_mode, max_layer_num = 10, var_num = 6):
var_num: For "print_co_fr": Variable (index of input feature) for Which to Display Ladder, Default 6
'''

def importances(self):
def importances():
final_layer_weights = vars(self.model.layers[-1])['_parameters']['weight'].data.numpy()
weights_by_node = final_layer_weights.T
averaged = np.average(weights_by_node, axis = 1)
Expand All @@ -144,7 +144,7 @@ def importances(self):
#print(vars(self.model.layers[-1])['_parameters']['weight'].data.numpy().T)


def print_co_fr(self, max_layer_num = 10, var_num = 6):
def print_co_fr(max_layer_num = 10, var_num = 6):
#max_layer_num = chosen depth of ladder to show (10 layers, index would be 9)
#var_num = variable for which to display ladder
thingToPrint = ""
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1 change: 1 addition & 0 deletions setup.py
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Expand Up @@ -27,6 +27,7 @@
],
"cofrnet": [
"pandas<2.0.0",
"numpy==1.24.2",
"torch",
"tqdm",
],
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