/home/emmanuel/documents/research_notebook/research_notebook/content/notes/info_theory/experiments/wandb/run-20210609_001640-ep72ky8b
\n", " | n_samples | \n", "n_features | \n", "n_trials | \n", "dataset | \n", "model | \n", "mi | \n", "time | \n", "approx | \n", "true | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "1000 | \n", "1 | \n", "1 | \n", "gaussian | \n", "true | \n", "0.452329 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
1 | \n", "1000 | \n", "1 | \n", "1 | \n", "gaussian | \n", "gaussian | \n", "0.452329 | \n", "0.002186 | \n", "0.451450 | \n", "0.452329 | \n", "
2 | \n", "1000 | \n", "1 | \n", "1 | \n", "gaussian | \n", "rv | \n", "0.452329 | \n", "0.000250 | \n", "0.593796 | \n", "0.452329 | \n", "
3 | \n", "1000 | \n", "1 | \n", "1 | \n", "gaussian | \n", "knn_nbs | \n", "0.452329 | \n", "0.024578 | \n", "0.414026 | \n", "0.452329 | \n", "
4 | \n", "1000 | \n", "1 | \n", "1 | \n", "gaussian | \n", "knn_eps | \n", "0.452329 | \n", "0.011041 | \n", "0.428369 | \n", "0.452329 | \n", "
<xarray.Dataset>\n", "Dimensions: (dataset: 5, model: 4, n_features: 5, n_samples: 3, n_trials: 10)\n", "Coordinates:\n", " * model (model) object 'gaussian' 'knn_eps' 'knn_nbs' 'rbig'\n", " * n_samples (n_samples) int64 1000 10000 100000\n", " * n_features (n_features) int64 2 3 5 10 15\n", " * n_trials (n_trials) int64 1 2 3 4 5 6 7 8 9 10\n", " * dataset (dataset) object 'cauchy' 'gaussian' ... 'studentt'\n", "Data variables:\n", " approx (model, n_samples, n_features, n_trials, dataset) float64 0.7...\n", " true (model, n_samples, n_features, n_trials, dataset) float64 0.6...\n", " time (model, n_samples, n_features, n_trials, dataset) float64 0.0...
array(['gaussian', 'knn_eps', 'knn_nbs', 'rbig'], dtype=object)
array([ 1000, 10000, 100000])
array([ 2, 3, 5, 10, 15])
array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
array(['cauchy', 'gaussian', 'gaussian_rotation', 'linear_rotation',\n", " 'studentt'], dtype=object)
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