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Sebastian 2022-05-18 00:53:58 +02:00
parent f6a8309517
commit 3ade31cf7d
5 changed files with 34229 additions and 34229 deletions
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4
.ipynb_checkpoints/run-checkpoint.ipynb
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@ -44,7 +44,7 @@
"source": [ "source": [
"train = pd.read_csv('train/train.tsv', header=None, sep='\\t', error_bad_lines=False)\n", "train = pd.read_csv('train/train.tsv', header=None, sep='\\t', error_bad_lines=False)\n",
"print(len(train))\n", "print(len(train))\n",
"train = train.head(40000)" "train = train.head(10000)"
] ]
}, },
{ {
@ -122,7 +122,7 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"4289.2810262872745\n" "4086.3369441409172\n"
] ]
} }
], ],

40000
dev-0/out.tsv
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4
run.ipynb
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@ -44,7 +44,7 @@
"source": [ "source": [
"train = pd.read_csv('train/train.tsv', header=None, sep='\\t', error_bad_lines=False)\n", "train = pd.read_csv('train/train.tsv', header=None, sep='\\t', error_bad_lines=False)\n",
"print(len(train))\n", "print(len(train))\n",
"train = train.head(40000)" "train = train.head(10000)"
] ]
}, },
{ {
@ -122,7 +122,7 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"4289.2810262872745\n" "4086.3369441409172\n"
] ]
} }
], ],

10
run.py
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@ -39,14 +39,14 @@ x_dev[20000] = "a ten tekst jest najbardziej testowy"
y_dev = pd.read_csv('dev-0/expected.tsv', header=None, sep='\t') y_dev = pd.read_csv('dev-0/expected.tsv', header=None, sep='\t')
# In[ ]: # In[5]:
model = make_pipeline(TfidfVectorizer(), LinearRegression()) model = make_pipeline(TfidfVectorizer(), LinearRegression())
model.fit(x_train, y_train) model.fit(x_train, y_train)
# In[ ]: # In[6]:
dev_predicted = model.predict(x_dev) dev_predicted = model.predict(x_dev)
@ -59,13 +59,13 @@ dev_out = pd.read_csv('dev-0/out.tsv', header=None, sep='\t')
dev_expected = pd.read_csv('dev-0/expected.tsv', header=None, sep='\t') dev_expected = pd.read_csv('dev-0/expected.tsv', header=None, sep='\t')
# In[ ]: # In[7]:
print(mean_squared_error(dev_out, dev_expected)) print(mean_squared_error(dev_out, dev_expected))
# In[ ]: # In[8]:
with open('test-A/in.tsv', 'r', encoding = 'utf-8') as f: with open('test-A/in.tsv', 'r', encoding = 'utf-8') as f:
@ -81,7 +81,7 @@ with open('test-A/out.tsv', 'wt') as f:
f.write(str(i)+'\n') f.write(str(i)+'\n')
# In[ ]: # In[9]:
get_ipython().system('jupyter nbconvert --to script run.ipynb') get_ipython().system('jupyter nbconvert --to script run.ipynb')

28440
test-A/out.tsv
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