generated from LufsX/Experiment-kNN
This commit is contained in:
+4
-4
@@ -10,7 +10,7 @@ id = "202210423210"
|
||||
name = "陈宇杰"
|
||||
|
||||
"""
|
||||
函数名称: load_data
|
||||
函数名称: load_dataset
|
||||
功能: 加载训练数据集和测试数据集。
|
||||
参数:
|
||||
- directory (str): 包含手写数字图像的文件夹路径。
|
||||
@@ -18,7 +18,7 @@ name = "陈宇杰"
|
||||
- dataSet (numpy array): 训练数据集或测试数据集,shape 为 (m, 1024)。
|
||||
- labels (numpy array): 训练集或测试集对应的标签,shape 为 (m,)。
|
||||
"""
|
||||
def load_data(directory):
|
||||
def load_dataset(directory):
|
||||
file_list = os.listdir(directory)
|
||||
data_matrix = []
|
||||
labels = []
|
||||
@@ -100,8 +100,8 @@ def normalize_data(dataSet):
|
||||
"""
|
||||
def main():
|
||||
# 加载训练集和测试集
|
||||
training_data, training_labels = load_data('trainingDigits')
|
||||
test_data, test_labels = load_data('testDigits')
|
||||
training_data, training_labels = load_dataset('trainingDigits')
|
||||
test_data, test_labels = load_dataset('testDigits')
|
||||
|
||||
# 归一化数据
|
||||
training_data = normalize_data(training_data)
|
||||
|
||||
Reference in New Issue
Block a user