Show a plot of the optimization algo progress
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3 changed files with 260 additions and 0 deletions
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@ -8,6 +8,7 @@ authors = [
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]
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requires-python = ">=3.12"
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dependencies = [
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"matplotlib>=3.10.1",
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"numpy>=2.2.3",
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"pyqt6>=6.8.1",
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]
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17
src/ui.py
17
src/ui.py
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@ -1,5 +1,6 @@
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from typing import TypedDict
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import matplotlib.pyplot as plt
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import numpy as np
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from PyQt6.QtCore import Qt
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from PyQt6.QtWidgets import (
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@ -152,6 +153,22 @@ class OptimizationUI(QWidget):
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print("-" * 80)
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print(self.function_dropdown.currentText())
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print(settings)
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values: list[float] = []
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for x in min_search(**settings):
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y = settings["function"](x)
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values.append(y)
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print(f"{x} -> {y}")
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self.plot_results(values)
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def plot_results(self, values: list[float]) -> None:
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"""Plot the decreasing values using Matplotlib."""
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_ = plt.figure(figsize=(8, 5))
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_ = plt.plot(values, marker="o", linestyle="-", color="b", label="Function Value")
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_ = plt.xlabel("Iteration")
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_ = plt.ylabel("Function Value")
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_ = plt.title("Optimization Progress")
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_ = plt.legend()
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plt.grid(True)
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plt.show()
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242
uv.lock
generated
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uv.lock
generated
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{ url = "https://files.pythonhosted.org/packages/d7/6c/6ec83ee2f6f0fda8d4cf89045c6be4b0373ebfc363ba8538f8c999f63fcd/pillow-11.1.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ad5db5781c774ab9a9b2c4302bbf0c1014960a0a7be63278d13ae6fdf88126fe", size = 2631595 },
|
||||
{ url = "https://files.pythonhosted.org/packages/cf/6c/41c21c6c8af92b9fea313aa47c75de49e2f9a467964ee33eb0135d47eb64/pillow-11.1.0-cp313-cp313t-win_arm64.whl", hash = "sha256:67cd427c68926108778a9005f2a04adbd5e67c442ed21d95389fe1d595458756", size = 2377651 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "platformdirs"
|
||||
version = "4.3.6"
|
||||
|
|
@ -138,6 +348,15 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/43/b3/df14c580d82b9627d173ceea305ba898dca135feb360b6d84019d0803d3b/pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b", size = 220560 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pyparsing"
|
||||
version = "3.2.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/8b/1a/3544f4f299a47911c2ab3710f534e52fea62a633c96806995da5d25be4b2/pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a", size = 1067694 }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/1c/a7/c8a2d361bf89c0d9577c934ebb7421b25dc84bf3a8e3ac0a40aed9acc547/pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1", size = 107716 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pyqt6"
|
||||
version = "6.8.1"
|
||||
|
|
@ -186,6 +405,18 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/77/c3/9e44729b582ee7f1d45160e8c292723156889f3e38ce6574f88d5ab8fa02/PyQt6_sip-13.10.0-cp313-cp313-win_arm64.whl", hash = "sha256:39cba2cc71cf80a99b4dc8147b43508d4716e128f9fb99f5eb5860a37f082282", size = 45446 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "python-dateutil"
|
||||
version = "2.9.0.post0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "six" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432 }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pyyaml"
|
||||
version = "6.0.2"
|
||||
|
|
@ -237,11 +468,21 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/e8/a8/d71f44b93e3aa86ae232af1f2126ca7b95c0f515ec135462b3e1f351441c/ruff-0.9.6-py3-none-win_arm64.whl", hash = "sha256:0e2bb706a2be7ddfea4a4af918562fdc1bcb16df255e5fa595bbd800ce322a5a", size = 10177499 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "six"
|
||||
version = "1.17.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031 }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050 },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "task"
|
||||
version = "0.1.0"
|
||||
source = { virtual = "." }
|
||||
dependencies = [
|
||||
{ name = "matplotlib" },
|
||||
{ name = "numpy" },
|
||||
{ name = "pyqt6" },
|
||||
]
|
||||
|
|
@ -255,6 +496,7 @@ lint = [
|
|||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "matplotlib", specifier = ">=3.10.1" },
|
||||
{ name = "numpy", specifier = ">=2.2.3" },
|
||||
{ name = "pyqt6", specifier = ">=6.8.1" },
|
||||
]
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue