Matteo Mazzola chumpblocckami
🎯
chumpblocckami
/ gist:dc977f129bc504f96f1d6b4201c34ebf
Created
November 6, 2024 21:24
utility functions for statistic relevance
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import pandas as pd | |
| import matplotlib.pyplot as plt | |
| import seaborn as sns | |
| from scipy.stats import kstest | |
| def draw_boxplot(df: pd.DataFrame): | |
| df_melted = df.melt(id_vars=["checkpoints", "label"], value_vars=["BARI", "MIRI", "ORPI"], | |
| var_name="Index", value_name="Value") | |
| print(df_melted) |
chumpblocckami
/ gist:f7e8e3c8b7f7c60689bbb1207ffe997c
Last active
October 30, 2017 13:07
Baesyan_classifier
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import nltk | |
| from nltk import * | |
| import random | |
| from nltk.corpus.reader import CategorizedPlaintextCorpusReader | |
| file = "dataset" | |
| collCategorized= CategorizedPlaintextCorpusReader(file, r'.*\.txt', cat_pattern=r'(\w+)/*',encoding="utf8") | |
| documents=[(list(collCategorized.words(fileid)), category) for category in collCategorized.categories() | |
| for fileid in collCategorized.fileids(category)] | |
| random.shuffle(documents) |