diff --git a/plot_benchmark_metrics.ipynb b/plot_benchmark_metrics.ipynb index 7365ff7..0fbe9b8 100644 --- a/plot_benchmark_metrics.ipynb +++ b/plot_benchmark_metrics.ipynb @@ -28,6 +28,956 @@ "\n" ] }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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estimatorerroralphacov_typen_sensorsn_sourcesn_timesnnzorientation_typepath_to_leadfieldextra_paramsestimator__alphaestimator__alpha_cv
0eloretamatmul: Input operand 1 has a mismatch in its ...0.99diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
1eloretamatmul: Input operand 1 has a mismatch in its ...0.99diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
2eloretamatmul: Input operand 1 has a mismatch in its ...0.99diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
3eloretamatmul: Input operand 1 has a mismatch in its ...0.99diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
4eloretamatmul: Input operand 1 has a mismatch in its ...0.90diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
5eloretamatmul: Input operand 1 has a mismatch in its ...0.90diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
6eloretamatmul: Input operand 1 has a mismatch in its ...0.90diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
7eloretamatmul: Input operand 1 has a mismatch in its ...0.90diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
8eloretamatmul: Input operand 1 has a mismatch in its ...0.80diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
9eloretamatmul: Input operand 1 has a mismatch in its ...0.80diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
10eloretamatmul: Input operand 1 has a mismatch in its ...0.80diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
11eloretamatmul: Input operand 1 has a mismatch in its ...0.80diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
12eloretamatmul: Input operand 1 has a mismatch in its ...0.70diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
13eloretamatmul: Input operand 1 has a mismatch in its ...0.70diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
14eloretamatmul: Input operand 1 has a mismatch in its ...0.70diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
15eloretamatmul: Input operand 1 has a mismatch in its ...0.70diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
16eloretamatmul: Input operand 1 has a mismatch in its ...0.60diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
17eloretamatmul: Input operand 1 has a mismatch in its ...0.60diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
18eloretamatmul: Input operand 1 has a mismatch in its ...0.60diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
19eloretamatmul: Input operand 1 has a mismatch in its ...0.60diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
20eloretamatmul: Input operand 1 has a mismatch in its ...0.50diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
21eloretamatmul: Input operand 1 has a mismatch in its ...0.50diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
22eloretamatmul: Input operand 1 has a mismatch in its ...0.50diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
23eloretamatmul: Input operand 1 has a mismatch in its ...0.50diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
24eloretamatmul: Input operand 1 has a mismatch in its ...0.40diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
25eloretamatmul: Input operand 1 has a mismatch in its ...0.40diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
26eloretamatmul: Input operand 1 has a mismatch in its ...0.40diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
27eloretamatmul: Input operand 1 has a mismatch in its ...0.40diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
28eloretamatmul: Input operand 1 has a mismatch in its ...0.30diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
29eloretamatmul: Input operand 1 has a mismatch in its ...0.30diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
30eloretamatmul: Input operand 1 has a mismatch in its ...0.30diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
31eloretamatmul: Input operand 1 has a mismatch in its ...0.30diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
32eloretamatmul: Input operand 1 has a mismatch in its ...0.20diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
33eloretamatmul: Input operand 1 has a mismatch in its ...0.20diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
34eloretamatmul: Input operand 1 has a mismatch in its ...0.20diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
35eloretamatmul: Input operand 1 has a mismatch in its ...0.20diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
36eloretamatmul: Input operand 1 has a mismatch in its ...0.10diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
37eloretamatmul: Input operand 1 has a mismatch in its ...0.10diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
38eloretamatmul: Input operand 1 has a mismatch in its ...0.10diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
39eloretamatmul: Input operand 1 has a mismatch in its ...0.10diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
40eloretamatmul: Input operand 1 has a mismatch in its ...0.01diag50200101freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
41eloretamatmul: Input operand 1 has a mismatch in its ...0.01diag50200102freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
42eloretamatmul: Input operand 1 has a mismatch in its ...0.01diag50200103freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
43eloretamatmul: Input operand 1 has a mismatch in its ...0.01diag50200105freebsi_zoo/tests/data/lead_field_free_CC120264.npz{}[0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1...None
\n", + "
" + ], + "text/plain": [ + " estimator error alpha \\\n", + "0 eloreta matmul: Input operand 1 has a mismatch in its ... 0.99 \n", + "1 eloreta matmul: Input operand 1 has a mismatch in its ... 0.99 \n", + "2 eloreta matmul: Input operand 1 has a mismatch in its ... 0.99 \n", + "3 eloreta matmul: Input operand 1 has a mismatch in its ... 0.99 \n", + "4 eloreta matmul: Input operand 1 has a mismatch in its ... 0.90 \n", + "5 eloreta matmul: Input operand 1 has a mismatch in its ... 0.90 \n", + "6 eloreta matmul: Input operand 1 has a mismatch in its ... 0.90 \n", + "7 eloreta matmul: Input operand 1 has a mismatch in its ... 0.90 \n", + "8 eloreta matmul: Input operand 1 has a mismatch in its ... 0.80 \n", + "9 eloreta matmul: Input operand 1 has a mismatch in its ... 0.80 \n", + "10 eloreta matmul: Input operand 1 has a mismatch in its ... 0.80 \n", + "11 eloreta matmul: Input operand 1 has a mismatch in its ... 0.80 \n", + "12 eloreta matmul: Input operand 1 has a mismatch in its ... 0.70 \n", + "13 eloreta matmul: Input operand 1 has a mismatch in its ... 0.70 \n", + "14 eloreta matmul: Input operand 1 has a mismatch in its ... 0.70 \n", + "15 eloreta matmul: Input operand 1 has a mismatch in its ... 0.70 \n", + "16 eloreta matmul: Input operand 1 has a mismatch in its ... 0.60 \n", + "17 eloreta matmul: Input operand 1 has a mismatch in its ... 0.60 \n", + "18 eloreta matmul: Input operand 1 has a mismatch in its ... 0.60 \n", + "19 eloreta matmul: Input operand 1 has a mismatch in its ... 0.60 \n", + "20 eloreta matmul: Input operand 1 has a mismatch in its ... 0.50 \n", + "21 eloreta matmul: Input operand 1 has a mismatch in its ... 0.50 \n", + "22 eloreta matmul: Input operand 1 has a mismatch in its ... 0.50 \n", + "23 eloreta matmul: Input operand 1 has a mismatch in its ... 0.50 \n", + "24 eloreta matmul: Input operand 1 has a mismatch in its ... 0.40 \n", + "25 eloreta matmul: Input operand 1 has a mismatch in its ... 0.40 \n", + "26 eloreta matmul: Input operand 1 has a mismatch in its ... 0.40 \n", + "27 eloreta matmul: Input operand 1 has a mismatch in its ... 0.40 \n", + "28 eloreta matmul: Input operand 1 has a mismatch in its ... 0.30 \n", + "29 eloreta matmul: Input operand 1 has a mismatch in its ... 0.30 \n", + "30 eloreta matmul: Input operand 1 has a mismatch in its ... 0.30 \n", + "31 eloreta matmul: Input operand 1 has a mismatch in its ... 0.30 \n", + "32 eloreta matmul: Input operand 1 has a mismatch in its ... 0.20 \n", + "33 eloreta matmul: Input operand 1 has a mismatch in its ... 0.20 \n", + "34 eloreta matmul: Input operand 1 has a mismatch in its ... 0.20 \n", + "35 eloreta matmul: Input operand 1 has a mismatch in its ... 0.20 \n", + "36 eloreta matmul: Input operand 1 has a mismatch in its ... 0.10 \n", + "37 eloreta matmul: Input operand 1 has a mismatch in its ... 0.10 \n", + "38 eloreta matmul: Input operand 1 has a mismatch in its ... 0.10 \n", + "39 eloreta matmul: Input operand 1 has a mismatch in its ... 0.10 \n", + "40 eloreta matmul: Input operand 1 has a mismatch in its ... 0.01 \n", + "41 eloreta matmul: Input operand 1 has a mismatch in its ... 0.01 \n", + "42 eloreta matmul: Input operand 1 has a mismatch in its ... 0.01 \n", + "43 eloreta matmul: Input operand 1 has a mismatch in its ... 0.01 \n", + "\n", + " cov_type n_sensors n_sources n_times nnz orientation_type \\\n", + "0 diag 50 200 10 1 free \n", + "1 diag 50 200 10 2 free \n", + "2 diag 50 200 10 3 free \n", + "3 diag 50 200 10 5 free \n", + "4 diag 50 200 10 1 free \n", + "5 diag 50 200 10 2 free \n", + "6 diag 50 200 10 3 free \n", + "7 diag 50 200 10 5 free \n", + "8 diag 50 200 10 1 free \n", + "9 diag 50 200 10 2 free \n", + "10 diag 50 200 10 3 free \n", + "11 diag 50 200 10 5 free \n", + "12 diag 50 200 10 1 free \n", + "13 diag 50 200 10 2 free \n", + "14 diag 50 200 10 3 free \n", + "15 diag 50 200 10 5 free \n", + "16 diag 50 200 10 1 free \n", + "17 diag 50 200 10 2 free \n", + "18 diag 50 200 10 3 free \n", + "19 diag 50 200 10 5 free \n", + "20 diag 50 200 10 1 free \n", + "21 diag 50 200 10 2 free \n", + "22 diag 50 200 10 3 free \n", + "23 diag 50 200 10 5 free \n", + "24 diag 50 200 10 1 free \n", + "25 diag 50 200 10 2 free \n", + "26 diag 50 200 10 3 free \n", + "27 diag 50 200 10 5 free \n", + "28 diag 50 200 10 1 free \n", + "29 diag 50 200 10 2 free \n", + "30 diag 50 200 10 3 free \n", + "31 diag 50 200 10 5 free \n", + "32 diag 50 200 10 1 free \n", + "33 diag 50 200 10 2 free \n", + "34 diag 50 200 10 3 free \n", + "35 diag 50 200 10 5 free \n", + "36 diag 50 200 10 1 free \n", + "37 diag 50 200 10 2 free \n", + "38 diag 50 200 10 3 free \n", + "39 diag 50 200 10 5 free \n", + "40 diag 50 200 10 1 free \n", + "41 diag 50 200 10 2 free \n", + "42 diag 50 200 10 3 free \n", + "43 diag 50 200 10 5 free \n", + "\n", + " path_to_leadfield extra_params \\\n", + "0 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "1 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "2 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "3 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "4 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "5 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "6 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "7 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "8 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "9 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "10 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "11 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "12 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "13 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "14 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "15 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "16 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "17 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "18 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "19 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "20 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "21 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "22 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "23 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "24 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "25 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "26 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "27 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "28 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "29 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "30 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "31 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "32 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "33 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "34 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "35 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "36 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "37 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "38 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "39 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "40 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "41 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "42 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "43 bsi_zoo/tests/data/lead_field_free_CC120264.npz {} \n", + "\n", + " estimator__alpha estimator__alpha_cv \n", + "0 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "1 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "2 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "3 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "4 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "5 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "6 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "7 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "8 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "9 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "10 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "11 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "12 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "13 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "14 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "15 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "16 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "17 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "18 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "19 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "20 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "21 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "22 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "23 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "24 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "25 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "26 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "27 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "28 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "29 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "30 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "31 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "32 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "33 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "34 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "35 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "36 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "37 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "38 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "39 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "40 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "41 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "42 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None \n", + "43 [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 1... None " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "#read .pkl file\n", + "\n", + "data=pd.read_pickle('/home/anujanegi/BSI-Zoo/bsi_zoo/data/free2/_CC120264_free_spatialCV_Feb-04-2024_2352.pkl')\n", + "# data[data['estimator'] == 'iterative_L1']\n", + "data" + ] + }, { "cell_type": "code", "execution_count": 2, @@ -2835,7 +3785,7 @@ ], "metadata": { "kernelspec": { - "display_name": "mne", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -2849,12 +3799,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.4" - }, - "vscode": { - "interpreter": { - "hash": "1b12537d3f4d8569bf39ad348dc0220ce69024f99df9bda6ed04efb090b409f6" - } + "version": "3.8.10" } }, "nbformat": 4,