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1 files changed, 18 insertions, 0 deletions

diff --git a/MultiLayerPerceptron/data.py b/MultiLayerPerceptron/data.py
new file mode 100644
index 0000000..ae41bb7
--- /dev/null
+++ b/MultiLayerPerceptron/data.py
@@ -0,0 +1,18 @@
+import idx2numpy
+import numpy as np
+
+images = list(idx2numpy.convert_from_file('t10k-images-idx3-ubyte')/255)
+labels = idx2numpy.convert_from_file('t10k-labels-idx1-ubyte')
+new_labels = np.zeros((len(labels), 10))
+new_labels[np.arange(len(labels)), labels] = 1
+# new_labels = [np.zeros(10, dtype=int)]*len(labels)
+# for k in range(len(labels)):
+#     new_labels[k][labels[k]] = 1
+train_set = list(zip(images, new_labels))
+# print(train_set[0])
+
+np.save(open('test.npy', 'wb'), train_set)
+
+# arr = np.load(open('train.npy', 'rb'))
+
+# print(arr[0])
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