Update README.md

README.md

@@ -1,3 +1,27 @@
 ---
 license: mit
 ---
+
+please use the following code to load data:
+
+# start data loading
+!git lfs install
+!git clone https://huggingface.co/datasets/nlp-guild/Nonlinear-System-Identification-with-Deep-Learning
+
+def load_dataset(path='dataset.npy'):
+    """
+    :return:
+        f_and_xs: numpy array of size [sample_number, channels, sample_length]
+        label_0, label_1, label_2: one-hot encodes of size [sample_number, number_bins]
+    """
+
+    r = np.load(path, allow_pickle=True).item()
+    f_and_xs = r['f_and_xs']
+    label_0 = r['l_0']
+    label_1 = r['l_1']
+    label_2 = r['l_2']
+    return f_and_xs, label_0, label_1, label_2
+
+f_and_xs, label_0, label_1, label_2 = load_dataset('/content/Nonlinear-System-Identification-with-Deep-Learning/dataset.npy')
+# end data loading
+