laptop commit linear regression
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@ -53,7 +53,7 @@ def read_words(input_path):
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return vocabulary
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def train(vocabulary,input_train,expected_train):
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learning_rate=0.000001
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learning_rate=0.00001
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#learning_precision=0.0000001
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words_vocabulary={}
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with open(input_train,encoding='utf-8') as input_file, open(expected_train,encoding='utf-8') as expected_file:
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@ -65,7 +65,7 @@ def train(vocabulary,input_train,expected_train):
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iteration=0
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loss_sum=0.0
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error=10.0
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max_iteration=len(vocabulary) + 1000
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max_iteration=len(vocabulary) + 1000
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for i in vocabulary['count'].keys():
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weights[i]=random.uniform(-0.01,0.01)
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# delta>learning_precision and
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dev-0/out.tsv
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dev-0/out.tsv
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test-A/out.tsv
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test-A/out.tsv
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