0347e36737b25671dff14c6c1bbbe5d090d71a06,deepcut/train.py,,train_model,#Any#,87

Before Change

    char_le.fit(chars)
    type_le.fit(char_labels)

    df_train["char"] = char_le.transform(df_train["char"].astype(str))
    df_train["type"] = type_le.transform(df_train["type"].astype(str))
    df_train_pad = create_n_gram_df(df_train, n_pad=n_pad)

    char_row = ["char" + str(i + 1) for i in range(n_pad_2)] + \

After Change

    df_train["char"] = df_train["char"].map(lambda x: CHARS_MAP.get(x, 0))
    df_train["type"] = df_train["type"].map(lambda x: CHAR_TYPES_MAP.get(x, 0))
    df_test["char"] = df_test["char"].map(lambda x: CHARS_MAP.get(x, 0))
    df_test["type"] = df_test["type"].map(lambda x: CHAR_TYPES_MAP.get(x, 0))

    df_train_pad = create_n_gram_df(df_train, n_pad=n_pad)
    df_test_pad = create_n_gram_df(df_test, n_pad=n_pad)

Instances