Move Python scripts

python_scripts/pd_estimate.py

@@ -0,0 +1,27 @@
+import os
+from pathlib import Path
+
+import matplotlib.pyplot as plt
+import numpy as np
+
+
+def plot(infile, outfile):
+    if not (outdir := Path(outfile).parent).exists():
+        os.makedirs(outdir)
+
+    figure1, ax1 = plt.subplots()
+    arr = []
+    with open(infile) as f:
+        lines = f.readlines()
+        for line in lines:
+            vals = line.strip().split(",")
+            arr.append(float(vals[0]))
+
+    ax1.hist(arr, np.arange(min(arr), max(arr) + 0.02, 0.02), density=True, ec="black")
+
+    figure1.savefig(outfile)
+
+
+if __name__ == "__main__":
+    plot("output/pd_estimate/estimate_1_0.txt", "../latex/images/pd_estimate_1_0.pdf")
+    plot("output/pd_estimate/estimate_2_4.txt", "../latex/images/pd_estimate_2_4.pdf")