Rename folders as per suggestion from Rajat

ch-13/types_of_randomness/pdfs_of_uniform_sums.py

@@ -0,0 +1,22 @@
+import matplotlib.pyplot as plt
+import numpy as np
+import random
+
+population_size = 100000
+
+
+def make_uniform_series_plot(n):
+    uniform_series = np.array(
+        [sum(random.uniform(0, 1) for _ in range(n))/n for _ in range(population_size)])
+    plt.hist(uniform_series, bins=200, histtype='step', label=f"n={n}")
+
+make_uniform_series_plot(1)
+make_uniform_series_plot(2)
+make_uniform_series_plot(3)
+make_uniform_series_plot(4)
+make_uniform_series_plot(8)
+make_uniform_series_plot(12)
+plt.title(f"Uniform series")
+
+plt.legend()
+plt.show()

ch-13/types_of_randomness/poetry.lock

@@ -0,0 +1,777 @@
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ch-13/types_of_randomness/pyproject.toml

@@ -0,0 +1,21 @@
+[tool.poetry]
+name = "modelling-space"
+version = "0.1.0"
+description = ""
+authors = ["Danny Staple <danny@orionrobots.co.uk>"]
+readme = "README.md"
+packages = [{include = "modelling_space"}]
+
+[tool.poetry.dependencies]
+python = "^3.9"
+matplotlib = "3.6.1"
+numpy = "1.23.4"
+bleak = "0.19.0"
+
+
+[tool.poetry.group.dev.dependencies]
+black = "^22.10.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"