attempts_by_variant dict | checks dict | compatibility_patch dict | files list | finals_by_variant dict | paper_orid string | protocol dict | source_commit string | source_eprint_sha256 string | source_url string |
|---|---|---|---|---|---|---|---|---|---|
{
"plain-gaussian": 150,
"svt": 136
} | {
"actual_artifact_files": 100,
"adult_dataset_sha256": "2945341e7469e49dab2f0f3381d26c446d537acf95fd52040037c351c63a0831",
"expected_artifact_files": 100,
"mechanism_tests": "pytest -q src/test/test_brownian_mechanism.py src/test/test_measurement_wrapper.py"
} | {
"file": "src/mst.py",
"new": " # pandas partial integer maps otherwise materialize as object dtype.\n df[col] = df[col].map(mapping).astype(int)",
"old": " df[col] = df[col].map(mapping)",
"rationale": "The source mapping values are integer category indices; current pandas produces object dtype for i... | [
{
"file": "repeat_0_plain-gaussian.p",
"final": {
"attempts": 3,
"epsilon": 0.046415888336127774,
"test_accuracy": 0.8272888102609465,
"validation_accuracy": 0.8253178551686015
},
"sha256": "d34ab308f2c0b9272d0cfda6a6b9f98ed2f682fd603f8b34cb3a8d78455b4028"
},
{
"file"... | {
"plain-gaussian": [
{
"attempts": 3,
"epsilon": 0.046415888336127774,
"test_accuracy": 0.8272888102609465,
"validation_accuracy": 0.8253178551686015
},
{
"attempts": 4,
"epsilon": 0.1,
"test_accuracy": 0.8231977001326847,
"validation_accuracy": 0.827915975... | CVDEc0doW8 | {
"accuracy_threshold": 0.825,
"alpha": 20,
"dataset": "datasets/adult-preprocessed.csv",
"epsilon_accuracy_checking": 0.01,
"epsilon_generation_list": [
0.01,
0.021544346900318832,
0.046415888336127774,
0.1,
0.21544346900318823,
0.46415888336127775,
1
],
"mirror_descent_iterat... | 2bfed7a713c032e3e987a24563d7ab5eb615c9d3 | e44b3bdff38f92d70956ea0861b7ee0c4dfe868da2cbd212f1d126b793f7f919 | https://github.com/TrustworthyMLHelsinki/accuracy-first-rdp.git |
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