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as:0.004044538835131318 out:0.0038563173503157527 house:0.003831122348411307 interested:0.003774804108860193 but:0.0037377526354713023 :0.8003651793217209 +,:0.23504318516958078 .:0.11628396882241415 and:0.038603328417948175 that:0.01948599115230672 necessary:0.01153360016852749 but:0.010322308826627343 be:0.006161786391405098 next:0.006161786391405098 None:0.005951127027596377 them:0.005582473140931114 it:0.005213819254265852 ``:0.0049504950495049506 made:0.004318516958078787 '':0.003949863071413524 house:0.003844533389509164 is:0.0035285443437960817 imitations:0.0033178849799873605 was:0.003054560775226459 done:0.002949231093322098 him:0.002949231093322098 :0.5067937644828313 :1.0 diff --git a/run.py b/run.py index 443f762..2ac70c0 100644 --- a/run.py +++ b/run.py @@ -1,9 +1,10 @@ import pandas as pd +import csv from nltk import trigrams, word_tokenize from collections import Counter, defaultdict -train_data = pd.read_csv('train/in.tsv.xz', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None) -train_labels = pd.read_csv('train/expected.tsv', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None) +train_data = pd.read_csv('train/in.tsv.xz', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None, quoting=csv.QUOTE_NONE) +train_labels = pd.read_csv('train/expected.tsv', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None, quoting=csv.QUOTE_NONE) train_data = train_data[[6, 7]] train_data = pd.concat([train_data, train_labels], axis=1) @@ -45,8 +46,8 @@ def predict_probs(word1, word2): return str_prediction -dev_data = pd.read_csv('dev-0/in.tsv.xz', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None) -test_data = pd.read_csv('test-A/in.tsv.xz', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None) +dev_data = pd.read_csv('dev-0/in.tsv.xz', sep='\t', error_bad_lines=False, warn_bad_lines=False, header=None, quoting=csv.QUOTE_NONE) +test_data = pd.read_csv('test-A/in.tsv.xz', 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