From 3850856ee7e1a22f820de953a777bdcff233be86 Mon Sep 17 00:00:00 2001 From: ArrogantGao Date: Tue, 10 Jun 2025 11:54:55 +0800 Subject: [PATCH] update --- hw5/xzgao/.gitignore | 1 + hw5/xzgao/Project.toml | 10 + hw5/xzgao/README.md | 11 + hw5/xzgao/data/entropy_density_book.png | Bin 0 -> 90880 bytes hw5/xzgao/data/entropy_density_n100_k3.csv | 274 +++++++++++++++++++++ hw5/xzgao/data/entropy_density_n100_k3.png | Bin 0 -> 38100 bytes hw5/xzgao/entropy_density.jl | 16 ++ hw5/xzgao/plot.jl | 15 ++ 8 files changed, 327 insertions(+) create mode 100644 hw5/xzgao/.gitignore create mode 100644 hw5/xzgao/Project.toml create mode 100644 hw5/xzgao/README.md create mode 100644 hw5/xzgao/data/entropy_density_book.png create mode 100644 hw5/xzgao/data/entropy_density_n100_k3.csv create mode 100644 hw5/xzgao/data/entropy_density_n100_k3.png create mode 100644 hw5/xzgao/entropy_density.jl create mode 100644 hw5/xzgao/plot.jl diff --git a/hw5/xzgao/.gitignore b/hw5/xzgao/.gitignore new file mode 100644 index 0000000..2251642 --- /dev/null +++ b/hw5/xzgao/.gitignore @@ -0,0 +1 @@ +Manifest.toml \ No newline at end of file diff --git a/hw5/xzgao/Project.toml b/hw5/xzgao/Project.toml new file mode 100644 index 0000000..c6c200e --- /dev/null +++ b/hw5/xzgao/Project.toml @@ -0,0 +1,10 @@ +[deps] +CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" +CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0" +DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" +GenericMessagePassing = "09522ef3-fe1e-4698-a056-61d75781c616" +GenericTensorNetworks = "3521c873-ad32-4bb4-b63d-f4f178f42b49" +ProblemReductions = "899c297d-f7d2-4ebf-8815-a35996def416" +Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +TensorInference = "c2297e78-99bd-40ad-871d-f50e56b81012" +Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" diff --git a/hw5/xzgao/README.md b/hw5/xzgao/README.md new file mode 100644 index 0000000..b2a9c82 --- /dev/null +++ b/hw5/xzgao/README.md @@ -0,0 +1,11 @@ +# BP for K-SAT + +Backend: GenericMessagePassing.jl at https://github.com/ArrogantGao/GenericMessagePassing.jl, it implements the bp algorithm, random K-SAT instances, and its tensor network model. + +In `entropy_density.jl`, we run BP on random K-SAT instances with (n = 100, k = 3) and plot the entropy density. + +![](data/entropy_density_n100_k3.png) + +The one from the book: + +![](data/entropy_density_book.png) \ No newline at end of file diff --git a/hw5/xzgao/data/entropy_density_book.png b/hw5/xzgao/data/entropy_density_book.png new file mode 100644 index 0000000000000000000000000000000000000000..a6feeed1ca9d2f3927768df2053c5a9da0031ddf GIT binary patch literal 90880 zcmeFZcQ}{*`v+`BB$QFv8I_%xO+q%=TOlhWTXus`5gFM#k-fJx?2)YO60&7)&v|v< z-|zjs_31f|=ile}ISyRLwcgh`Ugzt4omZfWk_-XfIXpBpGy>V{*KVMpVUMGsVea7` zgWs_GQ;(vd;pJFLN~*|8O46!0*xk0gV}^!yJuo5)M_ug;nSW=^3|%tgHNj+l2|@I< zht&7%_^zI!eL;jFA$6x|9QPSEDY5#oYecH{tiDeOt`!gj;bkUaa^Yr97)z+LE@1?Z zx9Kg_tZ(R=FK`I$&KE5;3%Ks1`zn~>Kf099iuU@xg6iWa77=Da|7R4KXOghKqoX$! 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