Move Python scripts

python_scripts/burn_in_time.py

@@ -0,0 +1,44 @@
+import matplotlib.pyplot as plt
+
+def plot_from_file():
+    files = [
+        "output/burn_in_time/unordered_1_0.txt",
+        "output/burn_in_time/ordered_1_0.txt",
+        "output/burn_in_time/unordered_2_4.txt",
+        "output/burn_in_time/ordered_2_4.txt",
+    ]
+    labels = [
+        "1.0, unordered",
+        "1.0, ordered",
+        "2.4, unordered",
+        "2.4, ordered"
+    ]
+    figure1, ax1 = plt.subplots()
+    figure2, ax2 = plt.subplots()
+
+    for infile, label in zip(files, labels):
+        with open(infile) as f:
+            lines = f.readlines()
+
+            t = []
+            energy = []
+            magnetization = []
+            for line in lines:
+                items = line.strip().split(",")
+                t.append(int(items[0]))
+                energy.append(float(items[1]))
+                magnetization.append(float(items[5]))
+
+            ax1.plot(t, energy, label=fr"$\langle \epsilon \rangle$ {label}")
+            ax2.plot(t, magnetization, label=fr"$\langle | m | \rangle$ {label}")
+
+    figure1.legend()
+    figure1.savefig("../latex/images/burn_in_time_energy.pdf")
+    figure2.legend()
+    figure2.savefig("../latex/images/burn_in_time_magnetization.pdf")
+
+def main():
+    plot_from_file()
+
+if __name__ == "__main__":
+    main()