uploaded real-world

Author: pat-alt

Artifacts.toml

@@ -7,11 +7,11 @@ lazy = true
     url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-data-real_world.tar.gz"
 
 [dev-artifacts-upload-data-synthetic]
-git-tree-sha1 = "2bb01d9cdfed8d41983725b07aaa52ed2b1334e6"
+git-tree-sha1 = "badee6b6f85fdc2c80b18a34c7640e49b550027c"
 lazy = true
 
     [[dev-artifacts-upload-data-synthetic.download]]
-    sha256 = "181da6139a6531eed62130508d85b659fd40dc096daf2ccf06154f7da6b654eb"
+    sha256 = "07d20a01d2e76636b8d33644a195cb49391cc74b2400806b7e307b9a80d2785a"
     url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-data-synthetic.tar.gz"
 
 [dev-artifacts-upload-output-real_world]
@@ -22,10 +22,26 @@ lazy = true
     sha256 = "ba0e753fe430b9605366b852c6457df5fa2d0bd3cae90f828090f4f1bec1d8b7"
     url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-output-real_world.tar.gz"
 
+[dev-artifacts-upload-output-synthetic]
+git-tree-sha1 = "d81bc078e85ef8c7b255e39d620edbdc98795e69"
+lazy = true
+
+    [[dev-artifacts-upload-output-synthetic.download]]
+    sha256 = "704c05de484d694aa7563c76b32f0810622aee1761f61101226e1b0934ea7a34"
+    url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-output-synthetic.tar.gz"
+
 [dev-artifacts-upload-www-real_world]
 git-tree-sha1 = "ceb45c40d527d9e4ab0888f5fc07a0519ba04702"
 lazy = true
 
     [[dev-artifacts-upload-www-real_world.download]]
     sha256 = "f4d3ca2ff572affa5e443667bbcfa0461f9f300e681a5d74450584b37a224b58"
     url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-www-real_world.tar.gz"
+
+[dev-artifacts-upload-www-synthetic]
+git-tree-sha1 = "351f47768dbc33d8a0cbcb55b46703230bd69c4e"
+lazy = true
+
+    [[dev-artifacts-upload-www-synthetic.download]]
+    sha256 = "08300d62dd0cbcf65a17d629dc87d4242bbcc908e57af6613ed34363b27ba9fd"
+    url = "https://github.com/pat-alt/endogenous-macrodynamics-in-algorithmic-recourse/releases/download/camera-ready/dev-artifacts-upload-www-synthetic.tar.gz"

paper/www/poc.png

@@ -40,6 +40,12 @@ df.target = y
 CSV.write(joinpath(data_path, "moons.csv"),df)
 ```
 
+
+```{julia}
+generate_artifacts(data_path)
+```
+
+
 ```{julia}
 #| output: true
 
@@ -54,9 +60,3 @@ plt = plot(plts..., layout=(1,4), size=(850,200))
 savefig(plt, "paper/www/synthetic_data.png")
 display(plt)
 ```
-
-
-```{julia}
-generate_artifacts(data_path)
-```
-

paper/www/synthetic_data.png

@@ -15,12 +15,13 @@ models = [
     :FluxModel, 
     :FluxEnsemble,
 ]
+opt = Flux.Descent(0.01) 
 generators = Dict(
-    :Generic=>GenericGenerator(decision_threshold=0.5),
-    :Latent=>REVISEGenerator(),
-    :Generic_conservative=>GenericGenerator(decision_threshold=0.9),
-    :Gravitational=>GravitationalGenerator(),
-    :ClapROAR=>ClapROARGenerator()
+    :Generic=>GenericGenerator(opt = opt, decision_threshold=0.5),
+    :Latent=>REVISEGenerator(opt = opt),
+    :Generic_conservative=>GenericGenerator(opt = opt, decision_threshold=0.9),
+    :Gravitational=>GravitationalGenerator(opt = opt),
+    :ClapROAR=>ClapROARGenerator(opt = opt)
 )
 ```
 
@@ -203,10 +204,10 @@ Images.load(joinpath(www_path,"paper_synthetic_results.png"))
 
 ```{julia}
 generators = Dict(
-    :Latent=>GenericGenerator(decision_threshold=0.5),
-    :Latent_conservative=>GenericGenerator(decision_threshold=0.9),
-    :Gravitational=>GravitationalGenerator(),
-    :ClapROAR=>ClapROARGenerator()
+    :Latent=>GenericGenerator(opt = opt, decision_threshold=0.5),
+    :Latent_conservative=>GenericGenerator(opt = opt, decision_threshold=0.9),
+    :Gravitational=>GravitationalGenerator(opt = opt),
+    :ClapROAR=>ClapROARGenerator(opt = opt)
 )
 ```
 

sections/data_preprocessing/_synthetic_data.qmd

@@ -20,11 +20,12 @@ models = [
     :FluxModel, 
     :FluxEnsemble,
 ]
+opt = Flux.Descent(0.01) 
 generators = Dict(
     :Greedy=>GreedyGenerator(), 
-    :Generic=>GenericGenerator(),
-    :REVISE=>REVISEGenerator(),
-    :DICE=>DiCEGenerator(),
+    :Generic=>GenericGenerator(opt = opt),
+    :REVISE=>REVISEGenerator(opt = opt),
+    :DICE=>DiCEGenerator(opt = opt),
 )
 ```
 
@@ -349,6 +350,6 @@ Images.load(joinpath(www_path,"paper_synthetic_results.png"))
 ```
 
 ```{julia}
-generate_artifacts(output_path)
-generate_artifacts(www_path)
+# generate_artifacts(output_path)
+# generate_artifacts(www_path)
 ```

sections/experiments/_mitigation_strategies.qmd

@@ -26,7 +26,7 @@ setup = quote
     using StatsBase
 
     # Setup
-    Random.seed!(2023)              # global seed to allow for reproducibility
+    Random.seed!(42)              # global seed to allow for reproducibility
     theme(:wong)
 
     # Utils