{ "source_revision": "67f10fc96efab616fd327f47958e1cad8286786f", "conversion": "lossless NumPy to Parquet; flattened component columns; original array row order and float dtype retained", "tasks": [ { "task": "affectivetext_emotions", "rows": 1000, "columns": [ "sample_index", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5" ], "sha256": "14285f9b95857ff2bb91b005df1d3763084a2b3b91408bc6bdf92e577882d7b0", "byte_size": 35526, "source_arrays": [ { "path": "data/derived/affectivetext/U.npy", "shape": [ 1000, 6 ], "dtype": "float32", "sha256": "1877d43446ecc311c964c3891e24b20f3b89fb85b93ea4b1cb9d9c942e694975", "finite": true, "simplex_checked": true }, { "path": "data/derived/affectivetext/Y.npy", "shape": [ 1000, 6 ], "dtype": "float32", "sha256": "bac019251823e3b9b49fc3de92db55d1e36fe3fe6a1f4746a5f56cc9e7163c7b", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "cifar10_softmax", "rows": 10000, "columns": [ "sample_index", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "U_8", "U_9", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7", "Y_8", "Y_9" ], "sha256": "23d39b4db178de94ee8b76d8c64e0817ca0c9404a5bfec98369b68320b0ef5dc", "byte_size": 590269, "source_arrays": [ { "path": "data/derived/cifar10_softmax/U.npy", "shape": [ 10000, 10 ], "dtype": "float32", "sha256": "eb2552903e44fe600d78670f43886bfe3ba7a566264d2d49ca6d0a78f161505f", "finite": true, "simplex_checked": true }, { "path": "data/derived/cifar10_softmax/Y.npy", "shape": [ 10000, 10 ], "dtype": "float32", "sha256": "9ee3ca1d839ce41ac4cab943debb304202b0ba99932b0b0e1df4f87ab79e63a9", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "pbmc3k_pseudobulk", "rows": 5000, "columns": [ "sample_index", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7" ], "sha256": "db000c2f89ac6fcc5a599d518f9a2ed1b1aeff08ab09a456b2658dcf5e2f8eee", "byte_size": 241810, "source_arrays": [ { "path": "data/derived/pbmc_pseudobulk/U.npy", "shape": [ 5000, 8 ], "dtype": "float32", "sha256": "adfda1dc9d1a039ae9eec3d3da66f4a71538338d1504a4a869f527367415e6ca", "finite": true, "simplex_checked": true }, { "path": "data/derived/pbmc_pseudobulk/Y.npy", "shape": [ 5000, 8 ], "dtype": "float32", "sha256": "82202bad6aaa0eedaa61806cb9ddbc0fb024c8516af6b5358432d9b03594db34", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "samson_unmixing", "rows": 9025, "columns": [ "sample_index", "U_0", "U_1", "U_2", "Y_0", "Y_1", "Y_2" ], "sha256": "7be9f1cb90802b87866628afe8bab3d7c58e1671695e9497e9e1100dda7fa651", "byte_size": 245140, "source_arrays": [ { "path": "data/derived/samson_unmixing/U.npy", "shape": [ 9025, 3 ], "dtype": "float32", "sha256": "9424e07ab13154ad952577c0fcf7761cab262bb995eeaa7f657307f770732e6d", "finite": true, "simplex_checked": true }, { "path": "data/derived/samson_unmixing/Y.npy", "shape": [ 9025, 3 ], "dtype": "float32", "sha256": "7f16c888c2da44866d3beba2d61008bfdfebe85ec84c523c76748c411db08251", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "topics_20ng", "rows": 7539, "columns": [ "sample_index", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "U_8", "U_9", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7", "Y_8", "Y_9" ], "sha256": "67832ac04d380db18c42ddde4cd56909d5d8644e975c57885078fcbdbe8cb604", "byte_size": 784025, "source_arrays": [ { "path": "data/derived/topics_20newsgroups/U.npy", "shape": [ 7539, 10 ], "dtype": "float32", "sha256": "b095492163dd0ecd3cf49442e41ebd58021bba31e43a103b73b7c861264423f6", "finite": true, "simplex_checked": true }, { "path": "data/derived/topics_20newsgroups/Y.npy", "shape": [ 7539, 10 ], "dtype": "float32", "sha256": "0b8f051501abdaeafc50b9317ceecb8322dccf0f96da2681c93e0e449532ae95", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "utkface_age_ldl", "rows": 23687, "columns": [ "sample_index", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "U_8", "U_9", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7", "Y_8", "Y_9" ], "sha256": "e6b2f9a64d6a2da09e247093225d15b3ababd0387235c2285ce7af27f63f1a07", "byte_size": 925580, "source_arrays": [ { "path": "data/derived/utkface_ldl/U.npy", "shape": [ 23687, 10 ], "dtype": "float32", "sha256": "3b8d7f9db8e2b38ee6824e68ce95cd99ec19a64a3cb14da3a9f40c76bcf051bf", "finite": true, "simplex_checked": true }, { "path": "data/derived/utkface_ldl/Y.npy", "shape": [ 23687, 10 ], "dtype": "float32", "sha256": "a3ad5bcc106adc1d954d50dd6fef4d52653c972eed2e9329e5100bb3a8c03431", "finite": true, "simplex_checked": true } ], "exact_roundtrip": true }, { "task": "d1_homogeneous", "rows": 7500, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "Y_0", "Y_1", "Y_2", "sigma_true" ], "sha256": "9fed050352b82559a340d492cb51dbf3f554f15cc0724b004df45319dee38d49", "byte_size": 295831, "source_arrays": [ { "path": "data/synthetic/D1/R.npy", "shape": [ 7500 ], "dtype": "float32", "sha256": "047f7d85449add143b874d5b95205c9977181067d0d8348dab59b0a86d9697e5", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D1/U.npy", "shape": [ 7500, 3 ], "dtype": "float32", "sha256": "46d9f236e5537c20822d5b54412e2bacc7e5a3d993be341441da0df95f9e141f", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D1/Y.npy", "shape": [ 7500, 3 ], "dtype": "float32", "sha256": "1ca39156482b62fe7b42ee27a2ea5b65ffb33ae963fbc49c21147693055b685c", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D1/sigma_true.npy", "shape": [ 7500 ], "dtype": "float32", "sha256": "4672706d486bf9bf40d99346ff36c954563d93c3e878c2aed8a092a3ef5deebe", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true }, { "task": "d2_pure_scale", "rows": 6250, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "Y_0", "Y_1", "Y_2", "sigma_true" ], "sha256": "de27d8fa6b0841f45fc9336fa717423d36e5f605145bc7001ee78e8076b52c2a", "byte_size": 278811, "source_arrays": [ { "path": "data/synthetic/D2/R.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "926f1582d14a4898255610844541e2b8a4359542f93870386c9f4996505dc33a", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D2/U.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "17e3ed905d071a972191ba802b29d1aed00aef0ee958bf62518d81a5ff099cd5", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D2/Y.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "2e04dfddaa6224bef3b11153d2b1e11a9815022527efc7a2cbf9ccdbb4d95ef8", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D2/sigma_true.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "e3d92dd24ec907f43978fbeaa47b218c21e54547aee7f8b9b7cbec52357e8eb8", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true }, { "task": "d3_discrete_groups_aligned", "rows": 6250, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "U_8", "U_9", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7", "Y_8", "Y_9", "sigma_true" ], "sha256": "f6daa6cfb82fb63b206efb5d8211d200df9dc46552a9656d02d9fa7942344298", "byte_size": 715419, "source_arrays": [ { "path": "data/synthetic/D3/R.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "0051cce75047a0a1ccbeaf56a25accd43556e293fa715a0cc0220cd0ef168694", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D3/U.npy", "shape": [ 6250, 10 ], "dtype": "float32", "sha256": "3ab13946ae3889717f1ae99e4c046daa8947f838f034ce5fd399f0b8ff86e83a", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D3/Y.npy", "shape": [ 6250, 10 ], "dtype": "float32", "sha256": "1f8c6eabc1a997e0ddc9d15434fa73886b099687fd1943e6d6657f514afdc208", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D3/sigma_true.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "e60ad72652c23ef956f8b12dcdee937c44d0960cfdde524c36b2c79b838144e6", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true }, { "task": "d4_model_bias", "rows": 6250, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "Y_0", "Y_1", "Y_2", "sigma_true" ], "sha256": "dfab38720fb1903807b2c2e90008d8b672ffe682a9dd184f7383acd7cccfba0f", "byte_size": 278534, "source_arrays": [ { "path": "data/synthetic/D4/R.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "4ccbe0d2aa4180c2aa48d0099788be16882b5feb8989ecbd38e6e8c2f0159cb4", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D4/U.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "fbfa9431e9441c7a4564c52a55e422ffce7109c2d1001bbb9547545a5533249c", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D4/Y.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "316d980edf664390408e8f1e9476230be64f9576d306402ec90b5bc325abdd31", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D4/sigma_true.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "9c9663c80768d9893cb967503b47b05723ce9a8e118aa9bd31bf1baf9c9d57de", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true }, { "task": "d5_heavy_tail", "rows": 6250, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "Y_0", "Y_1", "Y_2", "sigma_true" ], "sha256": "dd7237032d30971d9097851d8b0484935618bb42c5eb84ed38e0f3e50d345a12", "byte_size": 278749, "source_arrays": [ { "path": "data/synthetic/D5/R.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "5f343d7be187cee13048e7f6c487ecca4a9b4a877a9ce022863d0c9651df4dfd", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D5/U.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "17e3ed905d071a972191ba802b29d1aed00aef0ee958bf62518d81a5ff099cd5", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D5/Y.npy", "shape": [ 6250, 3 ], "dtype": "float32", "sha256": "61166b5209878369124a2031edee50401547ea9084b39f0afccf16b38c81d9c3", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D5/sigma_true.npy", "shape": [ 6250 ], "dtype": "float32", "sha256": "e3d92dd24ec907f43978fbeaa47b218c21e54547aee7f8b9b7cbec52357e8eb8", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true }, { "task": "d6_high_k", "rows": 17500, "columns": [ "sample_index", "R", "U_0", "U_1", "U_2", "U_3", "U_4", "U_5", "U_6", "U_7", "U_8", "U_9", "U_10", "U_11", "U_12", "U_13", "U_14", "U_15", "U_16", "U_17", "U_18", "U_19", "U_20", "U_21", "U_22", "U_23", "U_24", "U_25", "U_26", "U_27", "U_28", "U_29", "U_30", "U_31", "U_32", "U_33", "U_34", "U_35", "U_36", "U_37", "U_38", "U_39", "U_40", "U_41", "U_42", "U_43", "U_44", "U_45", "U_46", "U_47", "U_48", "U_49", "Y_0", "Y_1", "Y_2", "Y_3", "Y_4", "Y_5", "Y_6", "Y_7", "Y_8", "Y_9", "Y_10", "Y_11", "Y_12", "Y_13", "Y_14", "Y_15", "Y_16", "Y_17", "Y_18", "Y_19", "Y_20", "Y_21", "Y_22", "Y_23", "Y_24", "Y_25", "Y_26", "Y_27", "Y_28", "Y_29", "Y_30", "Y_31", "Y_32", "Y_33", "Y_34", "Y_35", "Y_36", "Y_37", "Y_38", "Y_39", "Y_40", "Y_41", "Y_42", "Y_43", "Y_44", "Y_45", "Y_46", "Y_47", "Y_48", "Y_49", "sigma_true" ], "sha256": "2e4fe45eae47a67c9d3023d8b302dcc0f0b9b8c7e007f3ab07e2db6011e0bbfc", "byte_size": 10028544, "source_arrays": [ { "path": "data/synthetic/D6/R.npy", "shape": [ 17500 ], "dtype": "float32", "sha256": "1eb5f96d46bb075737bd844eb3211ddcbdcafdbd4b1d92341be0365a4e06f777", "finite": true, "simplex_checked": false }, { "path": "data/synthetic/D6/U.npy", "shape": [ 17500, 50 ], "dtype": "float32", "sha256": "764616fb698388e65543c447cacc9136f38a9789816a8677329e41676d3edd71", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D6/Y.npy", "shape": [ 17500, 50 ], "dtype": "float32", "sha256": "21e885eb8557340c826f2cfaa6cb320b03e42e372d7e01eaf0bc256832570b12", "finite": true, "simplex_checked": true }, { "path": "data/synthetic/D6/sigma_true.npy", "shape": [ 17500 ], "dtype": "float32", "sha256": "33a8782a9c6019fc9499e497cf77124d6e84c848d92f0128eef80ce00dc274af", "finite": true, "simplex_checked": false } ], "exact_roundtrip": true } ] }