From ec4b7eae41b0ccdf6acfa39099b304116778bec9 Mon Sep 17 00:00:00 2001
From: David Rotermund <54365609+davrot@users.noreply.github.com>
Date: Sat, 3 Feb 2024 15:49:12 +0100
Subject: [PATCH] Add files via upload

---
 reproduction_effort/binning.py | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)
 create mode 100644 reproduction_effort/binning.py

diff --git a/reproduction_effort/binning.py b/reproduction_effort/binning.py
new file mode 100644
index 0000000..be70805
--- /dev/null
+++ b/reproduction_effort/binning.py
@@ -0,0 +1,18 @@
+import numpy as np
+import torch
+import os
+import scipy.io as sio  # type: ignore
+
+from functions.binning import binning
+
+filename_raw: str = f"raw{os.sep}Exp001_Trial001_Part001.npy"
+filename_old_mat: str = "Exp001_Trial001_Part001.mat"
+
+data = torch.tensor(np.load(filename_raw).astype(np.float32))
+
+data = binning(data)
+
+mat_data = torch.tensor(sio.loadmat(filename_old_mat)["nparray"].astype(np.float32))
+
+diff = torch.abs(mat_data - data)
+print(diff.min(), diff.max())