├── .github ├── posterior-gd1-1d.png ├── posterior-gd1-2d.png └── posteriors.gif ├── .gitignore ├── LICENSE ├── README.md ├── environment.yml ├── experiments ├── experiment-inference │ ├── abc-new.py │ ├── abc.py │ ├── coverage.py │ ├── diagnose-map-convergence.py │ ├── diagnose-ratio.py │ ├── diagnostic-map-convergence.ipynb │ ├── edge-case.ipynb │ ├── integrand.py │ ├── out │ │ ├── diagnostic-map-convergence.ipynb │ │ ├── summary-abc-comparison.ipynb │ │ ├── summary-abc-new.ipynb │ │ ├── summary-batch-size.ipynb │ │ ├── summary-coverage-with-cr-bias.ipynb │ │ ├── summary-coverage.ipynb │ │ ├── summary-gd1-inference.ipynb │ │ ├── summary-integrand.ipynb │ │ └── summary-roc.ipynb │ ├── pipeline.sh │ ├── plotting.py │ ├── ratio_estimation.py │ ├── summary-abc-comparison.ipynb │ ├── summary-abc-new.ipynb │ ├── summary-batch-size.ipynb │ ├── summary-coverage-with-cr-bias.ipynb │ ├── summary-coverage.ipynb │ ├── summary-diagnostics.ipynb │ ├── summary-gd1-inference.ipynb │ ├── summary-integrand.ipynb │ ├── summary-roc.ipynb │ ├── tasks │ │ ├── abc-bias.sh │ │ ├── abc-gd1-new.sh │ │ ├── abc-gd1.sh │ │ ├── abc-new.sh │ │ ├── abc.sh │ │ ├── coverage-batch-size.sh │ │ ├── coverage-frequentist-mlp-bn-marginalized.sh │ │ ├── coverage-frequentist-mlp-bn-not-marginalized.sh │ │ ├── coverage-frequentist-mlp-marginalized.sh │ │ ├── coverage-frequentist-mlp-not-marginalized.sh │ │ ├── coverage-frequentist-resnet-18-bn-marginalized.sh │ │ ├── coverage-frequentist-resnet-18-bn-not-marginalized.sh │ │ ├── coverage-frequentist-resnet-18-marginalized.sh │ │ ├── coverage-frequentist-resnet-18-not-marginalized.sh │ │ ├── coverage-frequentist-resnet-50-bn-marginalized.sh │ │ ├── coverage-frequentist-resnet-50-bn-not-marginalized.sh │ │ ├── coverage-frequentist-resnet-50-marginalized.sh │ │ ├── coverage-frequentist-resnet-50-not-marginalized.sh │ │ ├── coverage-mlp-bn-marginalized-bias.sh │ │ ├── coverage-mlp-bn-marginalized.sh │ │ ├── coverage-mlp-bn-not-marginalized-bias.sh │ │ ├── coverage-mlp-bn-not-marginalized.sh │ │ ├── coverage-mlp-marginalized-bias.sh │ │ ├── coverage-mlp-marginalized.sh │ │ ├── coverage-mlp-not-marginalized-bias.sh │ │ ├── coverage-mlp-not-marginalized.sh │ │ ├── coverage-resnet-18-bn-marginalized-bias.sh │ │ ├── coverage-resnet-18-bn-marginalized.sh │ │ ├── coverage-resnet-18-bn-not-marginalized-bias.sh │ │ ├── coverage-resnet-18-bn-not-marginalized.sh │ │ ├── coverage-resnet-18-marginalized-bias.sh │ │ ├── coverage-resnet-18-marginalized.sh │ │ ├── coverage-resnet-18-not-marginalized-bias.sh │ │ ├── coverage-resnet-18-not-marginalized.sh │ │ ├── coverage-resnet-50-bn-marginalized-bias.sh │ │ ├── coverage-resnet-50-bn-marginalized.sh │ │ ├── coverage-resnet-50-bn-not-marginalized-bias.sh │ │ ├── coverage-resnet-50-bn-not-marginalized.sh │ │ ├── coverage-resnet-50-marginalized-bias.sh │ │ ├── coverage-resnet-50-marginalized.sh │ │ ├── coverage-resnet-50-not-marginalized-bias.sh │ │ ├── coverage-resnet-50-not-marginalized.sh │ │ ├── diagnostic-map-convergence.sh │ │ ├── diagnostic-map-notebook.sh │ │ ├── diagnostic-roc-1d.sh │ │ ├── diagnostic-roc-2d.sh │ │ ├── integrand-gd1-resnet-18-bn.sh │ │ ├── integrand-gd1-resnet-18.sh │ │ ├── integrand-gd1-resnet-50-bn.sh │ │ ├── integrand-gd1-resnet-50.sh │ │ ├── integrand-mlp-bn.sh │ │ ├── integrand-mlp.sh │ │ ├── integrand-resnet-18-bn.sh │ │ ├── integrand-resnet-18.sh │ │ ├── integrand-resnet-50-bn.sh │ │ ├── integrand-resnet-50.sh │ │ ├── roc-mlp-bn.sh │ │ ├── roc-mlp.sh │ │ ├── roc-resnet-18-bn.sh │ │ ├── roc-resnet-18.sh │ │ ├── roc-resnet-50-bn.sh │ │ ├── roc-resnet-50.sh │ │ ├── summarize-abc-comparison-new.sh │ │ ├── summarize-abc-comparison.sh │ │ ├── summarize-batch-size.sh │ │ ├── summarize-coverage-with-cr-bias.sh │ │ ├── summarize-coverage.sh │ │ ├── summarize-diagnostics.sh │ │ ├── summarize-gd1-inference.sh │ │ ├── summarize-integrand.sh │ │ ├── summarize-mock-inference.sh │ │ ├── summarize-roc.sh │ │ ├── summarize-training.sh │ │ ├── train-batch-size-mlp.sh │ │ ├── train-batch-size-resnet18.sh │ │ ├── train-coverage-mlp-marginalized.sh │ │ ├── train-coverage-mlp-not-marginalized.sh │ │ ├── train-coverage-resnet-18-marginalized.sh │ │ ├── train-coverage-resnet-18-not-marginalized.sh │ │ ├── train-coverage-resnet-50-marginalized.sh │ │ ├── train-coverage-resnet-50-not-marginalized.sh │ │ ├── train-roc-mlp-marginalized.sh │ │ ├── train-roc-resnet-18-marginalized.sh │ │ └── train-roc-resnet-50-marginalized.sh │ ├── train.py │ └── util.py ├── experiment-simulations │ ├── MWPotential2014Likelihood.py │ ├── angle.py │ ├── cut.py │ ├── data │ │ └── GD1-stream-track-density.dat │ ├── gd1_util.py │ ├── gd1_util_MWhaloshape.py │ ├── impacts.py │ ├── makeGD1stream.py │ ├── merge.py │ ├── noise.py │ ├── normalize.py │ ├── pipeline.sh │ ├── prepare-observation.py │ ├── simulate.py │ ├── simulators.py │ ├── stack.py │ ├── streampepperdf_new.py │ ├── tasks │ │ ├── cut-mock.sh │ │ ├── cut-nominal.sh │ │ ├── cut-test.sh │ │ ├── cut-train.sh │ │ ├── merge-test.sh │ │ ├── merge-train.sh │ │ ├── noise-mock.sh │ │ ├── noise-nominal.sh │ │ ├── noise-test.sh │ │ ├── noise-train.sh │ │ ├── normalize-mock.sh │ │ ├── normalize-nominal.sh │ │ ├── normalize-test.sh │ │ ├── normalize-train.sh │ │ ├── prepare-observation.sh │ │ ├── process-angle.sh │ │ ├── simulate-mock.sh │ │ ├── simulate-nominal.sh │ │ ├── simulate-test.sh │ │ └── simulate-train.sh │ └── util.py └── run.sh ├── lib └── bootstrap.sh ├── manuscript ├── neurips │ ├── definitions.tex │ ├── figures │ │ ├── abc-comparison-panel-1.pdf │ │ ├── abc-comparison-panel-2.pdf │ │ ├── abc-comparison-panel-all.pdf │ │ ├── abc-results-compact-combined-horizontal.pdf │ │ ├── abc-results-compact-combined.pdf │ │ ├── batch-size-evaluation.pdf │ │ ├── code.pdf │ │ ├── diagnostic_map_convergence.pdf │ │ ├── diagnostic_map_convergence_1.pdf │ │ ├── diagnostic_map_convergence_10.pdf │ │ ├── diagnostic_map_convergence_100.pdf │ │ ├── diagnostic_map_convergence_1000.pdf │ │ ├── gd1.pdf │ │ ├── integrand-boxplot-horizontal.pdf │ │ ├── integrand-boxplot-vertical.pdf │ │ ├── posterior-gd1-1d.pdf │ │ ├── posterior-gd1-2d-std.pdf │ │ ├── posterior-gd1-2d.pdf │ │ ├── posterior-gd1-all-1d.pdf │ │ ├── posterior-gd1-all-2d.pdf │ │ ├── posterior-gd1-joint-short.pdf │ │ ├── posterior-gd1-joint.pdf │ │ ├── profile-likelihood-gd1-1d.pdf │ │ ├── profile-likelihood-gd1-2d.pdf │ │ ├── roc.pdf │ │ └── stream-tikz.png │ ├── main.bib │ ├── main.pdf │ ├── main.tex │ ├── neurips_2020.sty │ └── neurips_2020_ml4ps.sty └── preprint │ ├── LEGACY │ ├── legacy.txt │ ├── mn2e.bst │ └── mn2e.cls │ ├── definitions.tex │ ├── figures │ ├── abc-new-comparison-panel-1.pdf │ ├── abc-new-comparison-panel-2.pdf │ ├── abc-results-compact-combined.pdf │ ├── abc-results-compact.pdf │ ├── batch-size-evaluation.pdf │ ├── code.pdf │ ├── diagnostic_map_convergence.pdf │ ├── gd1-summary.pdf │ ├── integrand-boxplot-horizontal.pdf │ ├── roc.pdf │ └── stream-tikz.png │ ├── main.bib │ ├── main.pdf │ ├── 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