feat: custom load_mnist function and rm useless dependency

This commit is contained in:
Lenoctambule
2026-03-27 21:54:17 +01:00
parent fa2bfe4ef5
commit 32e27b4b62
3 changed files with 16 additions and 6 deletions

View File

@@ -1,16 +1,28 @@
import matplotlib.pyplot as plt
import numpy as np
import keras
from autoencoder import Autoencoder
from utils import relu
def load_mnist():
import os
import requests
mnist_path = "./mnist.npz"
mnist_url = "https://storage.googleapis.com/tensorflow/tf-keras-datasets/mnist.npz"
if not os.path.exists(mnist_path):
with open(mnist_path, "w+b") as f:
f.write(requests.get(mnist_url, stream=True).content)
res = np.load(mnist_path)
return res["x_train"], res["y_train"], res["x_test"], res["y_test"]
def mnist_test(
bottleneck: int,
max_epoch: int,
patience: int,
):
(x_train, _), (x_test, _) = keras.datasets.mnist.load_data()
x_train, _, x_test, _ = load_mnist()
x_train = np.divide(x_train, 255)
x_test = np.divide(x_train, 255)
in_len = x_train[0].flatten().shape[0]