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laptop commit linear regression

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Bartosz Ogonowski 2020-05-02 21:29:27 +02:00
parent 5df01c9b41
commit f01edb9559
3 changed files with 2195 additions and 2195 deletions
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4
code_regression.py
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@ -53,7 +53,7 @@ def read_words(input_path):
return vocabulary return vocabulary
def train(vocabulary,input_train,expected_train): def train(vocabulary,input_train,expected_train):
learning_rate=0.000001 learning_rate=0.00001
#learning_precision=0.0000001 #learning_precision=0.0000001
words_vocabulary={} words_vocabulary={}
with open(input_train,encoding='utf-8') as input_file, open(expected_train,encoding='utf-8') as expected_file: with open(input_train,encoding='utf-8') as input_file, open(expected_train,encoding='utf-8') as expected_file:
@ -65,7 +65,7 @@ def train(vocabulary,input_train,expected_train):
iteration=0 iteration=0
loss_sum=0.0 loss_sum=0.0
error=10.0 error=10.0
max_iteration=len(vocabulary) + 1000 max_iteration=len(vocabulary) + 1000
for i in vocabulary['count'].keys(): for i in vocabulary['count'].keys():
weights[i]=random.uniform(-0.01,0.01) weights[i]=random.uniform(-0.01,0.01)
# delta>learning_precision and # delta>learning_precision and

2258
dev-0/out.tsv
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2128
test-A/out.tsv
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