From 295ae485642fcbd5959ba6fa69985dbd8e25bbab Mon Sep 17 00:00:00 2001 From: Stefan Date: Wed, 27 Nov 2024 02:01:23 +0100 Subject: [PATCH 01/20] Introduce ellipse fitting example --- docs/src/tutorials/conic/ellipse_fitting.jl | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 docs/src/tutorials/conic/ellipse_fitting.jl diff --git a/docs/src/tutorials/conic/ellipse_fitting.jl b/docs/src/tutorials/conic/ellipse_fitting.jl new file mode 100644 index 00000000000..a35936de08b --- /dev/null +++ b/docs/src/tutorials/conic/ellipse_fitting.jl @@ -0,0 +1,16 @@ +# # Example: least-squares fitting of circles and ellipses + +# Ellipse fitting is a common task in data analysis and computer vision and is of +# key importance in many application areas. In this tutorial we show how to fit an +# ellipse to a set of points using a conic optimization approach. + +# ## Required packages + +# This tutorial uses the following packages: + +using JuMP +import LinearAlgebra +import Plots +import SCS + +# ## Problem formulation From ed338d1427b5ca524b06eca5788a74a91d5b9ecb Mon Sep 17 00:00:00 2001 From: Stefan Date: Thu, 12 Dec 2024 03:34:02 +0100 Subject: [PATCH 02/20] Add ellipse fitting example --- docs/Project.toml | 6 + docs/src/assets/cartwheel_galaxy.png | Bin 0 -> 2103088 bytes docs/src/tutorials/conic/ellipse_fitting.jl | 412 +++++++++++++++++++- 3 files changed, 415 insertions(+), 3 deletions(-) create mode 100644 docs/src/assets/cartwheel_galaxy.png diff --git a/docs/Project.toml b/docs/Project.toml index d554811d7ee..d4a8bcb8d36 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -2,6 +2,8 @@ CDDLib = "3391f64e-dcde-5f30-b752-e11513730f60" CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" Clarabel = "61c947e1-3e6d-4ee4-985a-eec8c727bd6e" +Clustering = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5" +DSP = "717857b8-e6f2-59f4-9121-6e50c889abd2" DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63" DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0" @@ -15,11 +17,13 @@ ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" GLPK = "60bf3e95-4087-53dc-ae20-288a0d20c6a6" HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3" HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b" +Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0" Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" Ipopt = "b6b21f68-93f8-5de0-b562-5493be1d77c9" JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" JSONSchema = "7d188eb4-7ad8-530c-ae41-71a32a6d4692" JuMP = "4076af6c-e467-56ae-b986-b466b2749572" +LinearOperatorCollection = "a4a2c56f-fead-462a-a3ab-85921a5f2575" Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306" Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a" MarkdownAST = "d0879d2d-cac2-40c8-9cee-1863dc0c7391" @@ -31,6 +35,7 @@ ParametricOptInterface = "0ce4ce61-57bf-432b-a095-efac525d185e" Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" +RegularizedLeastSquares = "1e9c538a-f78c-5de5-8ffb-0b6dbe892d23" SCS = "c946c3f1-0d1f-5ce8-9dea-7daa1f7e2d13" SQLite = "0aa819cd-b072-5ff4-a722-6bc24af294d9" SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b" @@ -38,6 +43,7 @@ StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd" TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76" Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" +Wavelets = "29a6e085-ba6d-5f35-a997-948ac2efa89a" [compat] CDDLib = "=0.9.4" diff --git a/docs/src/assets/cartwheel_galaxy.png b/docs/src/assets/cartwheel_galaxy.png new file mode 100644 index 0000000000000000000000000000000000000000..1b9428c5ca185c00f29baf2fa8326cfa33cd98d1 GIT binary patch literal 2103088 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