CNN回归分类:mnist数据集

    科技2025-08-18  18

    CNN回归分类:mnist数据集

    import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns from keras.utils.np_utils import to_categorical import tensorflow as tf import tflearn.data_utils as du from keras.models import Sequential from keras.layers import Dense, Dropout, Flatten, Conv2D, MaxPool2D,Layer,Activation from keras.optimizers import RMSprop from keras.preprocessing.image import ImageDataGenerator from sklearn.metrics import confusion_matrix train = pd.read_csv('D:/sjk/mnist/mnist_train.csv', header = None) train_data=train.iloc[:,1:785].values.astype('float32') train_label=train.iloc[:,0].values.astype('int32') test= pd.read_csv('D:/sjk/mnist/mnist_test.csv', header = None) test_data=test.iloc[:,1:785].values.astype('float32') test_label=test.iloc[:,0].values.astype('int32') </
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