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typos #1

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4 changes: 2 additions & 2 deletions src/waveNILM.py
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Original file line number Diff line number Diff line change
Expand Up @@ -262,7 +262,7 @@ def create_net(batch_size,depth,sample_size,app_inds,nb_filters,use_bias,res_l2,
# "Gate" output
gate_out = Conv1D(nb_filters[i], 2, dilation_rate=2 ** i, padding='causal',
use_bias=use_bias,kernel_regularizer=l2(res_l2))(out)
gate__out = sigmoid(gate_out)
gate_out = sigmoid(gate_out)

# Multiply signal by gate to get gated output
gated = Multiply()([signal_out, gate_out])
Expand All @@ -273,7 +273,7 @@ def create_net(batch_size,depth,sample_size,app_inds,nb_filters,use_bias,res_l2,
# Making copies of previous layer nodes if the number of filters doesn't match
prev_ind = max(i-1,0)
if not nb_filters[i] == nb_filters[prev_ind]:
out = Lambda(extract_and_duplicate,arguments = {'reps':nb_filter[i]/nb_filter[prev_ind],'batch_size':batch_size,'sample_size':sample_size})(out)
out = Lambda(extract_and_duplicate,arguments = {'reps':nb_filters[i]/nb_filters[prev_ind],'batch_size':batch_size,'sample_size':sample_size})(out)

# Creating residual
out = Add()([out,gated])
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