27 lines
698 B
Python
27 lines
698 B
Python
import pandas as pd
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from collections import defaultdict
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from utils import read_csv
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from train import train_model, predict_data
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def main():
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data = read_csv("train/in.tsv.xz")
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train_words = read_csv("train/expected.tsv")
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train_data = data[[6, 7]]
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train_data = pd.concat([train_data, train_words], axis=1)
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train_data["607"] = train_data[6] + train_data[0] + train_data[7]
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model = defaultdict(lambda: defaultdict(lambda: 0))
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alpha = 0.00002
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vocab = set()
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train_model(train_data, model,vocab,alpha)
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predict_data("dev-0/in.tsv.xz", "dev-0/out.tsv", model)
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predict_data("test-A/in.tsv.xz", "test-A/out.tsv", model)
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if __name__ == "__main__":
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main()
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