Spaces:
Build error
Build error
m23csa016 commited on
Commit ·
a1e296b
1
Parent(s): 8562e5c
Added model and data files
Browse files- data.py +28 -0
- model.ipynb +18 -0
- model.py +7 -0
data.py
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from zipfile import ZipFile
|
| 2 |
+
import os
|
| 3 |
+
|
| 4 |
+
# Extract the data
|
| 5 |
+
DATA_DIR = "data"
|
| 6 |
+
EXTRACT_PATH = "data"
|
| 7 |
+
|
| 8 |
+
TRAIN_DIR = os.path.join(DATA_DIR, "Assignment_4/Train")
|
| 9 |
+
TRAIN_FILES = os.listdir(TRAIN_DIR)
|
| 10 |
+
|
| 11 |
+
TEST_DIR = os.path.join(DATA_DIR, "Assignment_4/Test")
|
| 12 |
+
TEST_FILES = os.listdir(os.path.join(DATA_DIR, "Assignment_4/Test"))
|
| 13 |
+
|
| 14 |
+
def extract_zipfile(file_path, extract_path):
|
| 15 |
+
with ZipFile(file_path, 'r') as asz:
|
| 16 |
+
asz.extractall(extract_path)
|
| 17 |
+
|
| 18 |
+
extract_zipfile(os.path.join(DATA_DIR, "Assignment_4-20240408T115837Z-002.zip"), EXTRACT_PATH)
|
| 19 |
+
|
| 20 |
+
for file in TRAIN_FILES:
|
| 21 |
+
if file.endswith(".zip"):
|
| 22 |
+
file_path = os.path.join(TRAIN_DIR, file)
|
| 23 |
+
extract_zipfile(file_path, TRAIN_DIR)
|
| 24 |
+
|
| 25 |
+
for file in TEST_FILES:
|
| 26 |
+
if file.endswith(".zip"):
|
| 27 |
+
file_path = os.path.join(TEST_DIR, file)
|
| 28 |
+
extract_zipfile(file_path, TEST_DIR)
|
model.ipynb
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cells": [
|
| 3 |
+
{
|
| 4 |
+
"cell_type": "markdown",
|
| 5 |
+
"metadata": {},
|
| 6 |
+
"source": [
|
| 7 |
+
"from zipfile import ZipFile"
|
| 8 |
+
]
|
| 9 |
+
}
|
| 10 |
+
],
|
| 11 |
+
"metadata": {
|
| 12 |
+
"language_info": {
|
| 13 |
+
"name": "python"
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"nbformat": 4,
|
| 17 |
+
"nbformat_minor": 2
|
| 18 |
+
}
|
model.py
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import pandas as pd
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
TRAIN_LABELS = "data/Assignment_4/Train/Train_labels.csv"
|
| 5 |
+
|
| 6 |
+
labels = pd.read_csv(TRAIN_LABELS)
|
| 7 |
+
print(labels.head())
|