m23csa016 commited on
Commit
a1e296b
·
1 Parent(s): 8562e5c

Added model and data files

Browse files
Files changed (3) hide show
  1. data.py +28 -0
  2. model.ipynb +18 -0
  3. model.py +7 -0
data.py ADDED
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+ from zipfile import ZipFile
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+ import os
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+
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+ # Extract the data
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+ DATA_DIR = "data"
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+ EXTRACT_PATH = "data"
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+
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+ TRAIN_DIR = os.path.join(DATA_DIR, "Assignment_4/Train")
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+ TRAIN_FILES = os.listdir(TRAIN_DIR)
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+
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+ TEST_DIR = os.path.join(DATA_DIR, "Assignment_4/Test")
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+ TEST_FILES = os.listdir(os.path.join(DATA_DIR, "Assignment_4/Test"))
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+
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+ def extract_zipfile(file_path, extract_path):
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+ with ZipFile(file_path, 'r') as asz:
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+ asz.extractall(extract_path)
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+
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+ extract_zipfile(os.path.join(DATA_DIR, "Assignment_4-20240408T115837Z-002.zip"), EXTRACT_PATH)
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+
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+ for file in TRAIN_FILES:
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+ if file.endswith(".zip"):
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+ file_path = os.path.join(TRAIN_DIR, file)
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+ extract_zipfile(file_path, TRAIN_DIR)
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+
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+ for file in TEST_FILES:
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+ if file.endswith(".zip"):
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+ file_path = os.path.join(TEST_DIR, file)
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+ extract_zipfile(file_path, TEST_DIR)
model.ipynb ADDED
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+ {
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+ "cells": [
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+ {
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+ "cell_type": "markdown",
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+ "metadata": {},
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+ "source": [
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+ "from zipfile import ZipFile"
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+ ]
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+ }
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+ ],
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+ "metadata": {
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+ "language_info": {
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+ "name": "python"
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+ }
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+ },
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+ "nbformat": 4,
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+ "nbformat_minor": 2
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+ }
model.py ADDED
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+ import pandas as pd
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+
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+
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+ TRAIN_LABELS = "data/Assignment_4/Train/Train_labels.csv"
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+
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+ labels = pd.read_csv(TRAIN_LABELS)
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+ print(labels.head())