├── .gitignore ├── LICENSE ├── README.md ├── analyses ├── HCP_emotion_NSM │ ├── emo.py │ └── emo.sh ├── HCP_emotion_RSM │ ├── emo.py │ └── emo.sh ├── HCP_language_NSM │ ├── lang.py │ └── lang.sh ├── HCP_language_RSM │ ├── lang.py │ └── lang.sh ├── HCP_socialcog_NSM │ ├── sc.py │ └── sc.sh ├── HCP_socialcog_RSM │ ├── sc.py │ └── sc.sh ├── HCP_workingmem_NSM │ ├── wm_fix.py │ └── wm_fix.sh ├── HCP_workingmem_RSM │ ├── wm_rand.py │ └── wm_rand.sh ├── NeuroVault_iaps_NSM │ ├── iaps.py │ └── iaps.sh ├── NeuroVault_iaps_RSM │ ├── iaps.py │ └── iaps.sh ├── OpenfMRI_emoreg_NSM │ ├── reg.py │ └── reg.sh └── OpenfMRI_emoreg_RSM │ ├── reg.py │ └── reg.sh ├── data ├── REGULATION_behav │ ├── regulation_behav.txt │ ├── regulation_ts.txt │ ├── sub-01 │ │ └── func │ │ │ ├── sub-01_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-01_task-emotionalregulation_run-02_events.tsv │ ├── sub-02 │ │ └── func │ │ │ ├── sub-02_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-02_task-emotionalregulation_run-02_events.tsv │ ├── sub-03 │ │ └── func │ │ │ ├── sub-03_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-03_task-emotionalregulation_run-02_events.tsv │ ├── sub-04 │ │ └── func │ │ │ ├── sub-04_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-04_task-emotionalregulation_run-02_events.tsv │ ├── sub-05 │ │ └── func │ │ │ ├── sub-05_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-05_task-emotionalregulation_run-02_events.tsv │ ├── sub-06 │ │ └── func │ │ │ ├── sub-06_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-06_task-emotionalregulation_run-02_events.tsv │ ├── sub-07 │ │ └── func │ │ │ ├── sub-07_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-07_task-emotionalregulation_run-02_events.tsv │ ├── sub-09 │ │ └── func │ │ │ ├── sub-09_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-09_task-emotionalregulation_run-02_events.tsv │ ├── sub-10 │ │ └── func │ │ │ ├── sub-10_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-10_task-emotionalregulation_run-02_events.tsv │ ├── sub-11 │ │ └── func │ │ │ ├── sub-11_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-11_task-emotionalregulation_run-02_events.tsv │ ├── sub-12 │ │ └── func │ │ │ ├── sub-12_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-12_task-emotionalregulation_run-02_events.tsv │ ├── sub-13 │ │ └── func │ │ │ ├── sub-13_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-13_task-emotionalregulation_run-02_events.tsv │ ├── sub-14 │ │ └── func │ │ │ ├── sub-14_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-14_task-emotionalregulation_run-02_events.tsv │ ├── sub-16 │ │ └── func │ │ │ ├── sub-16_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-16_task-emotionalregulation_run-02_events.tsv │ ├── sub-17 │ │ └── func │ │ │ ├── sub-17_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-17_task-emotionalregulation_run-02_events.tsv │ ├── sub-18 │ │ └── func │ │ │ ├── sub-18_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-18_task-emotionalregulation_run-02_events.tsv │ ├── sub-20 │ │ └── func │ │ │ ├── sub-20_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-20_task-emotionalregulation_run-02_events.tsv │ ├── sub-21 │ │ └── func │ │ │ ├── sub-21_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-21_task-emotionalregulation_run-02_events.tsv │ ├── sub-23 │ │ └── func │ │ │ ├── sub-23_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-23_task-emotionalregulation_run-02_events.tsv │ ├── sub-24 │ │ └── func │ │ │ ├── sub-24_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-24_task-emotionalregulation_run-02_events.tsv │ ├── sub-25 │ │ └── func │ │ │ ├── sub-25_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-25_task-emotionalregulation_run-02_events.tsv │ ├── sub-26 │ │ └── func │ │ │ ├── sub-26_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-26_task-emotionalregulation_run-02_events.tsv │ ├── sub-28 │ │ └── func │ │ │ ├── sub-28_task-emotionalregulation_run-01_events.tsv │ │ │ └── sub-28_task-emotionalregulation_run-02_events.tsv │ └── sub-29 │ │ └── func │ │ ├── sub-29_task-emotionalregulation_run-01_events.tsv │ │ └── sub-29_task-emotionalregulation_run-02_events.tsv ├── REGULATION_timeseries │ ├── 10_1.txt │ ├── 10_2.txt │ ├── 11_1.txt │ ├── 11_2.txt │ ├── 12_1.txt │ ├── 12_2.txt │ ├── 13_1.txt │ ├── 13_2.txt │ ├── 14_1.txt │ ├── 14_2.txt │ ├── 16_1.txt │ ├── 16_2.txt │ ├── 17_1.txt │ ├── 17_2.txt │ ├── 18_1.txt │ ├── 18_2.txt │ ├── 1_1.txt │ ├── 1_2.txt │ ├── 2_1.txt │ ├── 2_2.txt │ ├── 3_1.txt │ └── 3_2.txt ├── configs │ ├── EMOTION.json │ ├── LANGUAGE.json │ ├── REGULATION.json │ ├── SOCIAL.json │ └── WM.json ├── extra │ ├── IAPS_activation.csv │ ├── IAPS_long_format.csv │ ├── IAPS_ratings.csv │ ├── emotion_face_stats.txt │ └── emotion_stim_identities.txt ├── masks │ ├── ROI_labels.nii.gz │ └── whole_brain_cluster_labels_PCA=100_k=100.nii.gz └── stimuli │ └── emotion_stims │ ├── FA1_left.png │ ├── FA1_right.png │ ├── FA1_top.png │ ├── FA2_left.png │ ├── FA2_right.png │ ├── FA2_top.png │ ├── FA3_left.png │ ├── FA3_right.png │ ├── FA3_top.png │ ├── FF1_left.png │ ├── FF1_right.png │ ├── FF1_top.png │ ├── FF2_left.png │ ├── FF2_right.png │ ├── FF2_top.png │ ├── FF3_left.png │ ├── FF3_right.png │ ├── FF3_top.png │ ├── MA1_left.png │ ├── MA1_right.png │ ├── MA1_top.png │ ├── MA2_left.png │ ├── MA2_right.png │ ├── MA2_top.png │ ├── MA3_left.png │ ├── MA3_right.png │ ├── MA3_top.png │ ├── MF1_left.png │ ├── MF1_right.png │ ├── MF1_top.png │ ├── MF2_left.png │ ├── MF2_right.png │ ├── MF2_top.png │ ├── MF3_left.png │ ├── MF3_right.png │ └── MF3_top.png ├── figures ├── figure1.R ├── figure1.png ├── figure2.png ├── figure3.png ├── figure4.png ├── figure5.png ├── figure6.png └── figures2to6.ipynb ├── nipymc ├── __init__.py ├── convolutions.py ├── data.py ├── model.py ├── plotting.py └── utils.py ├── requirements.txt ├── results ├── emo_results │ ├── emo_fix_r100_summary.pkl │ ├── emo_fix_r10_summary.pkl │ ├── emo_fix_r11_summary.pkl │ ├── emo_fix_r12_summary.pkl │ ├── emo_fix_r13_summary.pkl │ ├── emo_fix_r14_summary.pkl │ ├── emo_fix_r15_summary.pkl │ ├── emo_fix_r16_summary.pkl │ ├── emo_fix_r17_summary.pkl │ ├── emo_fix_r18_summary.pkl │ ├── emo_fix_r19_summary.pkl │ ├── emo_fix_r1_summary.pkl │ ├── emo_fix_r20_summary.pkl │ ├── emo_fix_r21_summary.pkl │ ├── emo_fix_r22_summary.pkl │ ├── emo_fix_r23_summary.pkl │ ├── emo_fix_r24_summary.pkl │ ├── emo_fix_r25_summary.pkl │ ├── emo_fix_r26_summary.pkl │ ├── emo_fix_r27_summary.pkl │ ├── emo_fix_r28_summary.pkl │ ├── emo_fix_r29_summary.pkl │ ├── emo_fix_r2_summary.pkl │ ├── emo_fix_r30_summary.pkl │ ├── emo_fix_r31_summary.pkl │ ├── emo_fix_r32_summary.pkl │ ├── emo_fix_r33_summary.pkl │ ├── emo_fix_r34_summary.pkl │ ├── emo_fix_r35_summary.pkl │ ├── emo_fix_r36_summary.pkl │ ├── emo_fix_r37_summary.pkl │ ├── emo_fix_r38_summary.pkl │ ├── emo_fix_r39_summary.pkl │ ├── emo_fix_r3_summary.pkl │ ├── emo_fix_r40_summary.pkl │ ├── emo_fix_r41_summary.pkl │ ├── emo_fix_r42_summary.pkl │ ├── emo_fix_r43_summary.pkl │ ├── emo_fix_r44_summary.pkl │ ├── emo_fix_r45_summary.pkl │ ├── emo_fix_r46_summary.pkl │ ├── emo_fix_r47_summary.pkl │ ├── emo_fix_r48_summary.pkl │ ├── emo_fix_r49_summary.pkl │ ├── emo_fix_r4_summary.pkl │ ├── emo_fix_r50_summary.pkl │ ├── emo_fix_r51_summary.pkl │ ├── emo_fix_r52_summary.pkl │ ├── emo_fix_r53_summary.pkl │ ├── emo_fix_r54_summary.pkl │ ├── emo_fix_r55_summary.pkl │ ├── emo_fix_r56_summary.pkl │ ├── emo_fix_r57_summary.pkl │ ├── emo_fix_r58_summary.pkl │ ├── emo_fix_r59_summary.pkl │ ├── emo_fix_r5_summary.pkl │ ├── emo_fix_r60_summary.pkl │ ├── emo_fix_r61_summary.pkl │ ├── emo_fix_r62_summary.pkl │ ├── emo_fix_r63_summary.pkl │ ├── emo_fix_r64_summary.pkl │ ├── emo_fix_r65_summary.pkl │ ├── emo_fix_r66_summary.pkl │ ├── emo_fix_r67_summary.pkl │ ├── emo_fix_r68_summary.pkl │ ├── emo_fix_r69_summary.pkl │ ├── emo_fix_r6_summary.pkl │ ├── emo_fix_r70_summary.pkl │ ├── emo_fix_r71_summary.pkl │ ├── emo_fix_r72_summary.pkl │ ├── emo_fix_r73_summary.pkl │ ├── emo_fix_r74_summary.pkl │ ├── emo_fix_r75_summary.pkl │ ├── emo_fix_r76_summary.pkl │ ├── emo_fix_r77_summary.pkl │ ├── emo_fix_r78_summary.pkl │ ├── emo_fix_r79_summary.pkl │ ├── emo_fix_r7_summary.pkl │ ├── emo_fix_r80_summary.pkl │ ├── emo_fix_r81_summary.pkl │ ├── emo_fix_r82_summary.pkl │ ├── emo_fix_r83_summary.pkl │ ├── emo_fix_r84_summary.pkl │ ├── emo_fix_r85_summary.pkl │ ├── emo_fix_r86_summary.pkl │ ├── emo_fix_r87_summary.pkl │ ├── emo_fix_r88_summary.pkl │ ├── emo_fix_r89_summary.pkl │ ├── emo_fix_r8_summary.pkl │ ├── emo_fix_r90_summary.pkl │ ├── emo_fix_r91_summary.pkl │ ├── emo_fix_r92_summary.pkl │ ├── emo_fix_r93_summary.pkl │ ├── emo_fix_r94_summary.pkl │ ├── emo_fix_r95_summary.pkl │ ├── emo_fix_r96_summary.pkl │ ├── emo_fix_r97_summary.pkl │ ├── emo_fix_r98_summary.pkl │ ├── emo_fix_r99_summary.pkl │ ├── emo_fix_r9_summary.pkl │ ├── emo_rand_r100_summary.pkl │ ├── emo_rand_r10_summary.pkl │ ├── emo_rand_r11_summary.pkl │ ├── emo_rand_r12_summary.pkl │ ├── emo_rand_r13_summary.pkl │ ├── emo_rand_r14_summary.pkl │ ├── emo_rand_r15_summary.pkl │ ├── emo_rand_r16_summary.pkl │ ├── emo_rand_r17_summary.pkl │ ├── emo_rand_r18_summary.pkl │ ├── emo_rand_r19_summary.pkl │ ├── emo_rand_r1_summary.pkl │ ├── emo_rand_r20_summary.pkl │ ├── emo_rand_r21_summary.pkl │ ├── emo_rand_r22_summary.pkl │ ├── emo_rand_r23_summary.pkl │ ├── emo_rand_r24_summary.pkl │ ├── emo_rand_r25_summary.pkl │ ├── emo_rand_r26_summary.pkl │ ├── emo_rand_r27_summary.pkl │ ├── emo_rand_r28_summary.pkl │ ├── emo_rand_r29_summary.pkl │ ├── emo_rand_r2_summary.pkl │ ├── emo_rand_r30_summary.pkl │ ├── emo_rand_r31_summary.pkl │ ├── emo_rand_r32_summary.pkl │ ├── emo_rand_r33_summary.pkl │ ├── emo_rand_r34_summary.pkl │ ├── emo_rand_r35_summary.pkl │ ├── emo_rand_r36_summary.pkl │ ├── emo_rand_r37_summary.pkl │ ├── emo_rand_r38_summary.pkl │ ├── emo_rand_r39_summary.pkl │ ├── emo_rand_r3_summary.pkl │ ├── emo_rand_r40_summary.pkl │ ├── emo_rand_r41_summary.pkl │ ├── emo_rand_r42_summary.pkl │ ├── emo_rand_r43_summary.pkl │ ├── emo_rand_r44_summary.pkl │ ├── emo_rand_r45_summary.pkl │ ├── emo_rand_r46_summary.pkl │ ├── emo_rand_r47_summary.pkl │ ├── emo_rand_r48_summary.pkl │ ├── emo_rand_r49_summary.pkl │ ├── emo_rand_r4_summary.pkl │ ├── emo_rand_r50_summary.pkl │ ├── emo_rand_r51_summary.pkl │ ├── emo_rand_r52_summary.pkl │ ├── emo_rand_r53_summary.pkl │ ├── emo_rand_r54_summary.pkl │ ├── emo_rand_r55_summary.pkl │ ├── emo_rand_r56_summary.pkl │ ├── emo_rand_r57_summary.pkl │ ├── emo_rand_r58_summary.pkl │ ├── emo_rand_r59_summary.pkl │ ├── emo_rand_r5_summary.pkl │ ├── emo_rand_r60_summary.pkl │ ├── emo_rand_r61_summary.pkl │ ├── emo_rand_r62_summary.pkl │ ├── emo_rand_r63_summary.pkl │ ├── emo_rand_r64_summary.pkl │ ├── emo_rand_r65_summary.pkl │ ├── emo_rand_r66_summary.pkl │ ├── emo_rand_r67_summary.pkl │ ├── emo_rand_r68_summary.pkl │ ├── emo_rand_r69_summary.pkl │ ├── emo_rand_r6_summary.pkl │ ├── emo_rand_r70_summary.pkl │ ├── emo_rand_r71_summary.pkl │ ├── emo_rand_r72_summary.pkl │ ├── emo_rand_r73_summary.pkl │ ├── emo_rand_r74_summary.pkl │ ├── emo_rand_r75_summary.pkl │ ├── emo_rand_r76_summary.pkl │ ├── emo_rand_r77_summary.pkl │ ├── emo_rand_r78_summary.pkl │ ├── emo_rand_r79_summary.pkl │ ├── emo_rand_r7_summary.pkl │ ├── emo_rand_r80_summary.pkl │ ├── emo_rand_r81_summary.pkl │ ├── emo_rand_r82_summary.pkl │ ├── emo_rand_r83_summary.pkl │ ├── emo_rand_r84_summary.pkl │ ├── emo_rand_r85_summary.pkl │ ├── emo_rand_r86_summary.pkl │ ├── emo_rand_r87_summary.pkl │ ├── emo_rand_r88_summary.pkl │ ├── emo_rand_r89_summary.pkl │ ├── emo_rand_r8_summary.pkl │ ├── emo_rand_r90_summary.pkl │ ├── emo_rand_r91_summary.pkl │ ├── emo_rand_r92_summary.pkl │ ├── emo_rand_r93_summary.pkl │ ├── emo_rand_r94_summary.pkl │ ├── emo_rand_r95_summary.pkl │ ├── emo_rand_r96_summary.pkl │ ├── emo_rand_r97_summary.pkl │ ├── emo_rand_r98_summary.pkl │ ├── emo_rand_r99_summary.pkl │ └── emo_rand_r9_summary.pkl ├── iaps_results │ ├── iaps_fix_r100_summary.pkl │ ├── iaps_fix_r10_summary.pkl │ ├── iaps_fix_r11_summary.pkl │ ├── iaps_fix_r12_summary.pkl │ ├── iaps_fix_r13_summary.pkl │ ├── iaps_fix_r14_summary.pkl │ ├── iaps_fix_r15_summary.pkl │ ├── iaps_fix_r16_summary.pkl │ ├── iaps_fix_r17_summary.pkl │ ├── iaps_fix_r18_summary.pkl │ ├── iaps_fix_r19_summary.pkl │ ├── iaps_fix_r1_summary.pkl │ ├── iaps_fix_r20_summary.pkl │ ├── iaps_fix_r21_summary.pkl │ ├── iaps_fix_r22_summary.pkl │ ├── iaps_fix_r23_summary.pkl │ ├── iaps_fix_r24_summary.pkl │ ├── iaps_fix_r25_summary.pkl │ ├── iaps_fix_r26_summary.pkl │ ├── iaps_fix_r27_summary.pkl │ ├── iaps_fix_r28_summary.pkl │ ├── iaps_fix_r29_summary.pkl │ ├── iaps_fix_r2_summary.pkl │ ├── iaps_fix_r30_summary.pkl │ ├── iaps_fix_r31_summary.pkl │ ├── iaps_fix_r32_summary.pkl │ ├── iaps_fix_r33_summary.pkl │ ├── iaps_fix_r34_summary.pkl │ ├── iaps_fix_r35_summary.pkl │ ├── iaps_fix_r36_summary.pkl │ ├── iaps_fix_r37_summary.pkl │ ├── iaps_fix_r38_summary.pkl │ ├── iaps_fix_r39_summary.pkl │ ├── iaps_fix_r3_summary.pkl │ ├── iaps_fix_r40_summary.pkl │ ├── iaps_fix_r41_summary.pkl │ ├── iaps_fix_r42_summary.pkl │ ├── iaps_fix_r43_summary.pkl │ ├── iaps_fix_r44_summary.pkl │ ├── iaps_fix_r45_summary.pkl │ ├── iaps_fix_r46_summary.pkl │ ├── iaps_fix_r47_summary.pkl │ ├── iaps_fix_r48_summary.pkl │ ├── iaps_fix_r49_summary.pkl │ ├── iaps_fix_r4_summary.pkl │ ├── iaps_fix_r50_summary.pkl │ ├── iaps_fix_r51_summary.pkl │ ├── iaps_fix_r52_summary.pkl │ ├── iaps_fix_r53_summary.pkl │ ├── iaps_fix_r54_summary.pkl │ ├── iaps_fix_r55_summary.pkl │ ├── iaps_fix_r56_summary.pkl │ ├── iaps_fix_r57_summary.pkl │ ├── iaps_fix_r58_summary.pkl │ ├── iaps_fix_r59_summary.pkl │ ├── iaps_fix_r5_summary.pkl │ ├── iaps_fix_r60_summary.pkl │ ├── iaps_fix_r61_summary.pkl │ ├── iaps_fix_r62_summary.pkl │ ├── iaps_fix_r63_summary.pkl │ ├── iaps_fix_r64_summary.pkl │ ├── iaps_fix_r65_summary.pkl │ ├── iaps_fix_r66_summary.pkl │ ├── iaps_fix_r67_summary.pkl │ ├── iaps_fix_r68_summary.pkl │ ├── iaps_fix_r69_summary.pkl │ ├── iaps_fix_r6_summary.pkl │ ├── iaps_fix_r70_summary.pkl │ ├── iaps_fix_r71_summary.pkl │ ├── iaps_fix_r72_summary.pkl │ ├── iaps_fix_r73_summary.pkl │ ├── iaps_fix_r74_summary.pkl │ ├── iaps_fix_r75_summary.pkl │ ├── iaps_fix_r76_summary.pkl │ ├── iaps_fix_r77_summary.pkl │ ├── iaps_fix_r78_summary.pkl │ ├── iaps_fix_r79_summary.pkl │ ├── iaps_fix_r7_summary.pkl │ ├── iaps_fix_r80_summary.pkl │ ├── iaps_fix_r81_summary.pkl │ ├── iaps_fix_r82_summary.pkl │ ├── iaps_fix_r83_summary.pkl │ ├── iaps_fix_r84_summary.pkl │ ├── iaps_fix_r85_summary.pkl │ ├── iaps_fix_r86_summary.pkl │ ├── iaps_fix_r87_summary.pkl │ ├── iaps_fix_r88_summary.pkl │ ├── iaps_fix_r89_summary.pkl │ ├── iaps_fix_r8_summary.pkl │ ├── iaps_fix_r90_summary.pkl │ ├── iaps_fix_r91_summary.pkl │ ├── iaps_fix_r92_summary.pkl │ ├── iaps_fix_r93_summary.pkl │ ├── iaps_fix_r94_summary.pkl │ ├── iaps_fix_r95_summary.pkl │ ├── iaps_fix_r96_summary.pkl │ ├── iaps_fix_r97_summary.pkl │ ├── iaps_fix_r98_summary.pkl │ ├── iaps_fix_r99_summary.pkl │ ├── iaps_fix_r9_summary.pkl │ ├── iaps_rand_r100_summary.pkl │ ├── iaps_rand_r10_summary.pkl │ ├── iaps_rand_r11_summary.pkl │ ├── iaps_rand_r12_summary.pkl │ ├── iaps_rand_r13_summary.pkl │ ├── iaps_rand_r14_summary.pkl │ ├── iaps_rand_r15_summary.pkl │ ├── iaps_rand_r16_summary.pkl │ ├── iaps_rand_r17_summary.pkl │ ├── iaps_rand_r18_summary.pkl │ ├── iaps_rand_r19_summary.pkl │ ├── iaps_rand_r1_summary.pkl │ ├── iaps_rand_r20_summary.pkl │ ├── iaps_rand_r21_summary.pkl │ ├── iaps_rand_r22_summary.pkl │ ├── iaps_rand_r23_summary.pkl │ ├── iaps_rand_r24_summary.pkl │ ├── iaps_rand_r25_summary.pkl │ ├── iaps_rand_r26_summary.pkl │ ├── iaps_rand_r27_summary.pkl │ ├── iaps_rand_r28_summary.pkl │ ├── iaps_rand_r29_summary.pkl │ ├── iaps_rand_r2_summary.pkl │ ├── iaps_rand_r30_summary.pkl │ ├── iaps_rand_r31_summary.pkl │ ├── iaps_rand_r32_summary.pkl │ ├── iaps_rand_r33_summary.pkl │ ├── iaps_rand_r34_summary.pkl │ ├── iaps_rand_r35_summary.pkl │ ├── iaps_rand_r36_summary.pkl │ ├── iaps_rand_r37_summary.pkl │ ├── iaps_rand_r38_summary.pkl │ ├── iaps_rand_r39_summary.pkl │ ├── iaps_rand_r3_summary.pkl │ ├── iaps_rand_r40_summary.pkl │ ├── iaps_rand_r41_summary.pkl │ ├── iaps_rand_r42_summary.pkl │ ├── iaps_rand_r43_summary.pkl │ ├── iaps_rand_r44_summary.pkl │ ├── iaps_rand_r45_summary.pkl │ ├── iaps_rand_r46_summary.pkl │ ├── iaps_rand_r47_summary.pkl │ ├── iaps_rand_r48_summary.pkl │ ├── iaps_rand_r49_summary.pkl │ ├── iaps_rand_r4_summary.pkl │ ├── iaps_rand_r50_summary.pkl │ ├── iaps_rand_r51_summary.pkl │ ├── iaps_rand_r52_summary.pkl │ ├── iaps_rand_r53_summary.pkl │ ├── iaps_rand_r54_summary.pkl │ ├── iaps_rand_r55_summary.pkl │ ├── iaps_rand_r56_summary.pkl │ ├── iaps_rand_r57_summary.pkl │ ├── iaps_rand_r58_summary.pkl │ ├── iaps_rand_r59_summary.pkl │ ├── iaps_rand_r5_summary.pkl │ ├── iaps_rand_r60_summary.pkl │ ├── iaps_rand_r61_summary.pkl │ ├── iaps_rand_r62_summary.pkl │ ├── iaps_rand_r63_summary.pkl │ ├── iaps_rand_r64_summary.pkl │ ├── iaps_rand_r65_summary.pkl │ ├── iaps_rand_r66_summary.pkl │ ├── iaps_rand_r67_summary.pkl │ ├── iaps_rand_r68_summary.pkl │ ├── iaps_rand_r69_summary.pkl │ ├── iaps_rand_r6_summary.pkl │ ├── iaps_rand_r70_summary.pkl │ ├── iaps_rand_r71_summary.pkl │ ├── iaps_rand_r72_summary.pkl │ ├── iaps_rand_r73_summary.pkl │ ├── iaps_rand_r74_summary.pkl │ ├── iaps_rand_r75_summary.pkl │ ├── iaps_rand_r76_summary.pkl │ ├── iaps_rand_r77_summary.pkl │ ├── iaps_rand_r78_summary.pkl │ ├── iaps_rand_r79_summary.pkl │ ├── iaps_rand_r7_summary.pkl │ ├── iaps_rand_r80_summary.pkl │ ├── iaps_rand_r81_summary.pkl │ ├── iaps_rand_r82_summary.pkl │ ├── iaps_rand_r83_summary.pkl │ ├── iaps_rand_r84_summary.pkl │ ├── iaps_rand_r85_summary.pkl │ ├── iaps_rand_r86_summary.pkl │ ├── iaps_rand_r87_summary.pkl │ ├── iaps_rand_r88_summary.pkl │ ├── iaps_rand_r89_summary.pkl │ ├── iaps_rand_r8_summary.pkl │ ├── iaps_rand_r90_summary.pkl │ ├── iaps_rand_r91_summary.pkl │ ├── iaps_rand_r92_summary.pkl │ ├── iaps_rand_r93_summary.pkl │ ├── iaps_rand_r94_summary.pkl │ ├── iaps_rand_r95_summary.pkl │ ├── iaps_rand_r96_summary.pkl │ ├── iaps_rand_r97_summary.pkl │ ├── iaps_rand_r98_summary.pkl │ ├── iaps_rand_r99_summary.pkl │ └── iaps_rand_r9_summary.pkl ├── lang_results │ ├── lang_fix_r100_summary.pkl │ ├── lang_fix_r10_summary.pkl │ ├── lang_fix_r11_summary.pkl │ ├── lang_fix_r12_summary.pkl │ ├── lang_fix_r13_summary.pkl │ ├── lang_fix_r14_summary.pkl │ ├── lang_fix_r15_summary.pkl │ ├── lang_fix_r16_summary.pkl │ ├── lang_fix_r17_summary.pkl │ ├── lang_fix_r18_summary.pkl │ ├── lang_fix_r19_summary.pkl │ ├── lang_fix_r1_summary.pkl │ ├── lang_fix_r20_summary.pkl │ ├── lang_fix_r21_summary.pkl │ ├── lang_fix_r22_summary.pkl │ ├── lang_fix_r23_summary.pkl │ ├── lang_fix_r24_summary.pkl │ ├── lang_fix_r25_summary.pkl │ ├── lang_fix_r26_summary.pkl │ ├── lang_fix_r27_summary.pkl │ ├── lang_fix_r28_summary.pkl │ ├── lang_fix_r29_summary.pkl │ ├── lang_fix_r2_summary.pkl │ ├── lang_fix_r30_summary.pkl │ ├── lang_fix_r31_summary.pkl │ ├── lang_fix_r32_summary.pkl │ ├── lang_fix_r33_summary.pkl │ ├── lang_fix_r34_summary.pkl │ ├── lang_fix_r35_summary.pkl │ ├── lang_fix_r36_summary.pkl │ ├── lang_fix_r37_summary.pkl │ ├── lang_fix_r38_summary.pkl │ ├── lang_fix_r39_summary.pkl │ ├── lang_fix_r3_summary.pkl │ ├── lang_fix_r40_summary.pkl │ ├── lang_fix_r41_summary.pkl │ ├── lang_fix_r42_summary.pkl │ ├── lang_fix_r43_summary.pkl │ ├── lang_fix_r44_summary.pkl │ ├── lang_fix_r45_summary.pkl │ ├── lang_fix_r46_summary.pkl │ ├── lang_fix_r47_summary.pkl │ ├── lang_fix_r48_summary.pkl │ ├── lang_fix_r49_summary.pkl │ ├── lang_fix_r4_summary.pkl │ ├── lang_fix_r50_summary.pkl │ ├── lang_fix_r51_summary.pkl │ ├── lang_fix_r52_summary.pkl │ ├── lang_fix_r53_summary.pkl │ ├── lang_fix_r54_summary.pkl │ ├── lang_fix_r55_summary.pkl │ ├── lang_fix_r56_summary.pkl │ ├── lang_fix_r57_summary.pkl │ ├── lang_fix_r58_summary.pkl │ ├── lang_fix_r59_summary.pkl │ ├── lang_fix_r5_summary.pkl │ ├── lang_fix_r60_summary.pkl │ ├── lang_fix_r61_summary.pkl │ ├── lang_fix_r62_summary.pkl │ ├── lang_fix_r63_summary.pkl │ ├── lang_fix_r64_summary.pkl │ ├── lang_fix_r65_summary.pkl │ ├── lang_fix_r66_summary.pkl │ ├── lang_fix_r67_summary.pkl │ ├── lang_fix_r68_summary.pkl │ ├── lang_fix_r69_summary.pkl │ ├── lang_fix_r6_summary.pkl │ ├── lang_fix_r70_summary.pkl │ ├── lang_fix_r71_summary.pkl │ ├── lang_fix_r72_summary.pkl │ ├── lang_fix_r73_summary.pkl │ ├── lang_fix_r74_summary.pkl │ ├── lang_fix_r75_summary.pkl │ ├── lang_fix_r76_summary.pkl │ ├── lang_fix_r77_summary.pkl │ ├── lang_fix_r78_summary.pkl │ ├── lang_fix_r79_summary.pkl │ ├── lang_fix_r7_summary.pkl │ ├── lang_fix_r80_summary.pkl │ ├── lang_fix_r81_summary.pkl │ ├── lang_fix_r82_summary.pkl │ ├── lang_fix_r83_summary.pkl │ ├── lang_fix_r84_summary.pkl │ ├── lang_fix_r85_summary.pkl │ ├── lang_fix_r86_summary.pkl │ ├── lang_fix_r87_summary.pkl │ ├── lang_fix_r88_summary.pkl │ ├── lang_fix_r89_summary.pkl │ ├── lang_fix_r8_summary.pkl │ ├── lang_fix_r90_summary.pkl │ ├── lang_fix_r91_summary.pkl │ ├── lang_fix_r92_summary.pkl │ ├── lang_fix_r93_summary.pkl │ ├── lang_fix_r94_summary.pkl │ ├── lang_fix_r95_summary.pkl │ ├── lang_fix_r96_summary.pkl │ ├── lang_fix_r97_summary.pkl │ ├── lang_fix_r98_summary.pkl │ ├── lang_fix_r99_summary.pkl │ ├── lang_fix_r9_summary.pkl │ ├── lang_rand_r100_summary.pkl │ ├── lang_rand_r10_summary.pkl │ ├── lang_rand_r11_summary.pkl │ ├── lang_rand_r12_summary.pkl │ ├── lang_rand_r13_summary.pkl │ ├── lang_rand_r14_summary.pkl │ ├── lang_rand_r15_summary.pkl │ ├── lang_rand_r16_summary.pkl │ ├── lang_rand_r17_summary.pkl │ ├── lang_rand_r18_summary.pkl │ ├── lang_rand_r19_summary.pkl │ ├── lang_rand_r1_summary.pkl │ ├── lang_rand_r20_summary.pkl │ ├── lang_rand_r21_summary.pkl │ ├── lang_rand_r22_summary.pkl │ ├── lang_rand_r23_summary.pkl │ ├── lang_rand_r24_summary.pkl │ ├── lang_rand_r25_summary.pkl │ ├── lang_rand_r26_summary.pkl │ ├── lang_rand_r27_summary.pkl │ ├── lang_rand_r28_summary.pkl │ ├── lang_rand_r29_summary.pkl │ ├── lang_rand_r2_summary.pkl │ ├── lang_rand_r30_summary.pkl │ ├── lang_rand_r31_summary.pkl │ ├── lang_rand_r32_summary.pkl │ ├── lang_rand_r33_summary.pkl │ ├── lang_rand_r34_summary.pkl │ ├── lang_rand_r35_summary.pkl │ ├── lang_rand_r36_summary.pkl │ ├── lang_rand_r37_summary.pkl │ ├── lang_rand_r38_summary.pkl │ ├── lang_rand_r39_summary.pkl │ ├── lang_rand_r3_summary.pkl │ ├── lang_rand_r40_summary.pkl │ ├── lang_rand_r41_summary.pkl │ ├── lang_rand_r42_summary.pkl │ ├── lang_rand_r43_summary.pkl │ ├── lang_rand_r44_summary.pkl │ ├── lang_rand_r45_summary.pkl │ ├── lang_rand_r46_summary.pkl │ ├── lang_rand_r47_summary.pkl │ ├── lang_rand_r48_summary.pkl │ ├── lang_rand_r49_summary.pkl │ ├── lang_rand_r4_summary.pkl │ ├── lang_rand_r50_summary.pkl │ ├── lang_rand_r51_summary.pkl │ ├── lang_rand_r52_summary.pkl │ ├── lang_rand_r53_summary.pkl │ ├── lang_rand_r54_summary.pkl │ ├── lang_rand_r55_summary.pkl │ ├── lang_rand_r56_summary.pkl │ ├── lang_rand_r57_summary.pkl │ ├── lang_rand_r58_summary.pkl │ ├── lang_rand_r59_summary.pkl │ ├── lang_rand_r5_summary.pkl │ ├── lang_rand_r60_summary.pkl │ ├── lang_rand_r61_summary.pkl │ ├── lang_rand_r62_summary.pkl │ ├── lang_rand_r63_summary.pkl │ ├── lang_rand_r64_summary.pkl │ ├── lang_rand_r65_summary.pkl │ ├── lang_rand_r66_summary.pkl │ ├── lang_rand_r67_summary.pkl │ ├── lang_rand_r68_summary.pkl │ ├── lang_rand_r69_summary.pkl │ ├── lang_rand_r6_summary.pkl │ ├── lang_rand_r70_summary.pkl │ ├── lang_rand_r71_summary.pkl │ ├── lang_rand_r72_summary.pkl │ ├── lang_rand_r73_summary.pkl │ ├── lang_rand_r74_summary.pkl │ ├── lang_rand_r75_summary.pkl │ ├── lang_rand_r76_summary.pkl │ ├── lang_rand_r77_summary.pkl │ ├── lang_rand_r78_summary.pkl │ ├── lang_rand_r79_summary.pkl │ ├── lang_rand_r7_summary.pkl │ ├── lang_rand_r80_summary.pkl │ ├── lang_rand_r81_summary.pkl │ ├── lang_rand_r82_summary.pkl │ ├── lang_rand_r83_summary.pkl │ ├── lang_rand_r84_summary.pkl │ ├── lang_rand_r85_summary.pkl │ ├── lang_rand_r86_summary.pkl │ ├── lang_rand_r87_summary.pkl │ ├── lang_rand_r88_summary.pkl │ ├── lang_rand_r89_summary.pkl │ ├── lang_rand_r8_summary.pkl │ ├── lang_rand_r90_summary.pkl │ ├── lang_rand_r91_summary.pkl │ ├── lang_rand_r92_summary.pkl │ ├── lang_rand_r93_summary.pkl │ ├── lang_rand_r94_summary.pkl │ ├── lang_rand_r95_summary.pkl │ ├── lang_rand_r96_summary.pkl │ ├── lang_rand_r97_summary.pkl │ ├── lang_rand_r98_summary.pkl │ ├── lang_rand_r99_summary.pkl │ └── lang_rand_r9_summary.pkl ├── reg_results │ ├── reg_fix_r10_summary.pkl │ ├── reg_fix_r11_summary.pkl │ ├── reg_fix_r12_summary.pkl │ ├── reg_fix_r13_summary.pkl │ ├── reg_fix_r14_summary.pkl │ ├── reg_fix_r15_summary.pkl │ ├── reg_fix_r16_summary.pkl │ ├── reg_fix_r17_summary.pkl │ ├── reg_fix_r18_summary.pkl │ ├── reg_fix_r19_summary.pkl │ ├── reg_fix_r1_summary.pkl │ ├── reg_fix_r20_summary.pkl │ ├── reg_fix_r21_summary.pkl │ ├── reg_fix_r22_summary.pkl │ ├── reg_fix_r23_summary.pkl │ ├── reg_fix_r24_summary.pkl │ ├── reg_fix_r25_summary.pkl │ ├── reg_fix_r26_summary.pkl │ ├── reg_fix_r27_summary.pkl │ ├── reg_fix_r28_summary.pkl │ ├── reg_fix_r29_summary.pkl │ ├── reg_fix_r2_summary.pkl │ ├── reg_fix_r30_summary.pkl │ ├── reg_fix_r31_summary.pkl │ ├── reg_fix_r32_summary.pkl │ ├── reg_fix_r33_summary.pkl │ ├── reg_fix_r34_summary.pkl │ ├── reg_fix_r35_summary.pkl │ ├── reg_fix_r36_summary.pkl │ ├── reg_fix_r37_summary.pkl │ ├── reg_fix_r38_summary.pkl │ ├── reg_fix_r39_summary.pkl │ ├── reg_fix_r3_summary.pkl │ ├── reg_fix_r40_summary.pkl │ ├── reg_fix_r41_summary.pkl │ ├── reg_fix_r42_summary.pkl │ ├── reg_fix_r43_summary.pkl │ ├── reg_fix_r44_summary.pkl │ ├── reg_fix_r45_summary.pkl │ ├── reg_fix_r46_summary.pkl │ ├── reg_fix_r47_summary.pkl │ ├── reg_fix_r48_summary.pkl │ ├── reg_fix_r49_summary.pkl │ ├── reg_fix_r4_summary.pkl │ ├── reg_fix_r50_summary.pkl │ ├── reg_fix_r51_summary.pkl │ ├── reg_fix_r52_summary.pkl │ ├── reg_fix_r53_summary.pkl │ ├── reg_fix_r54_summary.pkl │ ├── reg_fix_r55_summary.pkl │ ├── reg_fix_r56_summary.pkl │ ├── reg_fix_r57_summary.pkl │ ├── reg_fix_r58_summary.pkl │ ├── reg_fix_r59_summary.pkl │ ├── reg_fix_r5_summary.pkl │ ├── reg_fix_r60_summary.pkl │ ├── reg_fix_r61_summary.pkl │ ├── reg_fix_r62_summary.pkl │ ├── reg_fix_r63_summary.pkl │ ├── reg_fix_r64_summary.pkl │ ├── reg_fix_r65_summary.pkl │ ├── reg_fix_r66_summary.pkl │ ├── reg_fix_r67_summary.pkl │ ├── reg_fix_r68_summary.pkl │ ├── reg_fix_r69_summary.pkl │ ├── reg_fix_r6_summary.pkl │ ├── reg_fix_r70_summary.pkl │ ├── reg_fix_r71_summary.pkl │ ├── reg_fix_r72_summary.pkl │ ├── reg_fix_r73_summary.pkl │ ├── reg_fix_r74_summary.pkl │ ├── reg_fix_r75_summary.pkl │ ├── reg_fix_r76_summary.pkl │ ├── reg_fix_r77_summary.pkl │ ├── reg_fix_r78_summary.pkl │ ├── reg_fix_r79_summary.pkl │ ├── reg_fix_r7_summary.pkl │ ├── reg_fix_r80_summary.pkl │ ├── reg_fix_r81_summary.pkl │ ├── reg_fix_r82_summary.pkl │ ├── reg_fix_r83_summary.pkl │ ├── reg_fix_r84_summary.pkl │ ├── reg_fix_r85_summary.pkl │ ├── reg_fix_r86_summary.pkl │ ├── reg_fix_r87_summary.pkl │ ├── reg_fix_r88_summary.pkl │ ├── reg_fix_r89_summary.pkl │ ├── reg_fix_r8_summary.pkl │ ├── reg_fix_r90_summary.pkl │ ├── reg_fix_r91_summary.pkl │ ├── reg_fix_r92_summary.pkl │ ├── reg_fix_r93_summary.pkl │ ├── reg_fix_r94_summary.pkl │ ├── reg_fix_r95_summary.pkl │ ├── reg_fix_r96_summary.pkl │ ├── reg_fix_r97_summary.pkl │ ├── reg_fix_r98_summary.pkl │ ├── reg_fix_r99_summary.pkl │ ├── reg_fix_r9_summary.pkl │ ├── reg_rand_r10_summary.pkl │ ├── reg_rand_r11_summary.pkl │ ├── reg_rand_r12_summary.pkl │ ├── reg_rand_r13_summary.pkl │ ├── reg_rand_r14_summary.pkl │ ├── reg_rand_r15_summary.pkl │ ├── reg_rand_r16_summary.pkl │ ├── reg_rand_r17_summary.pkl │ ├── reg_rand_r18_summary.pkl │ ├── reg_rand_r19_summary.pkl │ ├── reg_rand_r1_summary.pkl │ ├── reg_rand_r20_summary.pkl │ ├── reg_rand_r21_summary.pkl │ ├── reg_rand_r22_summary.pkl │ ├── reg_rand_r23_summary.pkl │ ├── reg_rand_r24_summary.pkl │ ├── reg_rand_r25_summary.pkl │ ├── reg_rand_r26_summary.pkl │ ├── reg_rand_r27_summary.pkl │ ├── reg_rand_r28_summary.pkl │ ├── reg_rand_r29_summary.pkl │ ├── reg_rand_r2_summary.pkl │ ├── reg_rand_r30_summary.pkl │ ├── reg_rand_r31_summary.pkl │ ├── reg_rand_r32_summary.pkl │ ├── reg_rand_r33_summary.pkl │ ├── reg_rand_r34_summary.pkl │ ├── reg_rand_r35_summary.pkl │ ├── reg_rand_r36_summary.pkl │ ├── reg_rand_r37_summary.pkl │ ├── reg_rand_r38_summary.pkl │ ├── reg_rand_r39_summary.pkl │ ├── reg_rand_r3_summary.pkl │ ├── reg_rand_r40_summary.pkl │ ├── reg_rand_r41_summary.pkl │ ├── reg_rand_r42_summary.pkl │ ├── reg_rand_r43_summary.pkl │ ├── reg_rand_r44_summary.pkl │ ├── reg_rand_r45_summary.pkl │ ├── reg_rand_r46_summary.pkl │ ├── reg_rand_r47_summary.pkl │ ├── reg_rand_r48_summary.pkl │ ├── reg_rand_r49_summary.pkl │ ├── reg_rand_r4_summary.pkl │ ├── reg_rand_r50_summary.pkl │ ├── reg_rand_r51_summary.pkl │ ├── reg_rand_r52_summary.pkl │ ├── reg_rand_r53_summary.pkl │ ├── reg_rand_r54_summary.pkl │ ├── reg_rand_r55_summary.pkl │ ├── reg_rand_r56_summary.pkl │ ├── reg_rand_r57_summary.pkl │ ├── reg_rand_r58_summary.pkl │ ├── reg_rand_r59_summary.pkl │ ├── reg_rand_r5_summary.pkl │ ├── reg_rand_r60_summary.pkl │ ├── reg_rand_r61_summary.pkl │ ├── reg_rand_r62_summary.pkl │ ├── reg_rand_r63_summary.pkl │ ├── reg_rand_r64_summary.pkl │ ├── reg_rand_r65_summary.pkl │ ├── reg_rand_r66_summary.pkl │ ├── reg_rand_r67_summary.pkl │ ├── reg_rand_r68_summary.pkl │ ├── reg_rand_r69_summary.pkl │ ├── reg_rand_r6_summary.pkl │ ├── reg_rand_r70_summary.pkl │ ├── reg_rand_r71_summary.pkl │ ├── reg_rand_r72_summary.pkl │ ├── reg_rand_r73_summary.pkl │ ├── reg_rand_r74_summary.pkl │ ├── reg_rand_r75_summary.pkl │ ├── reg_rand_r76_summary.pkl │ ├── reg_rand_r77_summary.pkl │ ├── reg_rand_r78_summary.pkl │ ├── reg_rand_r79_summary.pkl │ ├── reg_rand_r7_summary.pkl │ ├── reg_rand_r80_summary.pkl │ ├── reg_rand_r81_summary.pkl │ ├── reg_rand_r82_summary.pkl │ ├── reg_rand_r83_summary.pkl │ ├── reg_rand_r84_summary.pkl │ ├── reg_rand_r85_summary.pkl │ ├── reg_rand_r86_summary.pkl │ ├── reg_rand_r87_summary.pkl │ ├── reg_rand_r88_summary.pkl │ ├── reg_rand_r89_summary.pkl │ ├── reg_rand_r8_summary.pkl │ ├── reg_rand_r90_summary.pkl │ ├── reg_rand_r91_summary.pkl │ ├── reg_rand_r92_summary.pkl │ ├── reg_rand_r93_summary.pkl │ ├── reg_rand_r94_summary.pkl │ ├── reg_rand_r95_summary.pkl │ ├── reg_rand_r96_summary.pkl │ ├── reg_rand_r97_summary.pkl │ ├── reg_rand_r98_summary.pkl │ ├── reg_rand_r99_summary.pkl │ └── reg_rand_r9_summary.pkl ├── sc_results │ ├── sc_fix_r100_summary.pkl │ ├── sc_fix_r10_summary.pkl │ ├── sc_fix_r11_summary.pkl │ ├── sc_fix_r12_summary.pkl │ ├── sc_fix_r13_summary.pkl │ ├── sc_fix_r14_summary.pkl │ ├── sc_fix_r15_summary.pkl │ ├── sc_fix_r16_summary.pkl │ ├── sc_fix_r17_summary.pkl │ ├── sc_fix_r18_summary.pkl │ ├── sc_fix_r19_summary.pkl │ ├── sc_fix_r1_summary.pkl │ ├── sc_fix_r20_summary.pkl │ ├── sc_fix_r21_summary.pkl │ ├── sc_fix_r22_summary.pkl │ ├── sc_fix_r23_summary.pkl │ ├── sc_fix_r24_summary.pkl │ ├── sc_fix_r25_summary.pkl │ ├── sc_fix_r26_summary.pkl │ ├── sc_fix_r27_summary.pkl │ ├── sc_fix_r28_summary.pkl │ ├── sc_fix_r29_summary.pkl │ ├── sc_fix_r2_summary.pkl │ ├── sc_fix_r30_summary.pkl │ ├── sc_fix_r31_summary.pkl │ ├── sc_fix_r32_summary.pkl │ ├── sc_fix_r33_summary.pkl │ ├── sc_fix_r34_summary.pkl │ ├── sc_fix_r35_summary.pkl │ ├── sc_fix_r36_summary.pkl │ ├── sc_fix_r37_summary.pkl │ ├── sc_fix_r38_summary.pkl │ ├── sc_fix_r39_summary.pkl │ ├── sc_fix_r3_summary.pkl │ ├── sc_fix_r40_summary.pkl │ ├── sc_fix_r41_summary.pkl │ ├── sc_fix_r42_summary.pkl │ ├── sc_fix_r43_summary.pkl │ ├── sc_fix_r44_summary.pkl │ ├── sc_fix_r45_summary.pkl │ ├── sc_fix_r46_summary.pkl │ ├── sc_fix_r47_summary.pkl │ ├── sc_fix_r48_summary.pkl │ ├── sc_fix_r49_summary.pkl │ ├── sc_fix_r4_summary.pkl │ ├── sc_fix_r50_summary.pkl │ ├── sc_fix_r51_summary.pkl │ ├── sc_fix_r52_summary.pkl │ ├── sc_fix_r53_summary.pkl │ ├── sc_fix_r54_summary.pkl │ ├── sc_fix_r55_summary.pkl │ ├── sc_fix_r56_summary.pkl │ ├── sc_fix_r57_summary.pkl │ ├── sc_fix_r58_summary.pkl │ ├── sc_fix_r59_summary.pkl │ ├── sc_fix_r5_summary.pkl │ ├── sc_fix_r60_summary.pkl │ ├── sc_fix_r61_summary.pkl │ ├── sc_fix_r62_summary.pkl │ ├── sc_fix_r63_summary.pkl │ ├── sc_fix_r64_summary.pkl │ ├── sc_fix_r65_summary.pkl │ ├── sc_fix_r66_summary.pkl │ ├── sc_fix_r67_summary.pkl │ ├── sc_fix_r68_summary.pkl │ ├── sc_fix_r69_summary.pkl │ ├── sc_fix_r6_summary.pkl │ ├── sc_fix_r70_summary.pkl │ ├── sc_fix_r71_summary.pkl │ ├── sc_fix_r72_summary.pkl │ ├── sc_fix_r73_summary.pkl │ ├── sc_fix_r74_summary.pkl │ ├── sc_fix_r75_summary.pkl │ ├── sc_fix_r76_summary.pkl │ ├── sc_fix_r77_summary.pkl │ ├── sc_fix_r78_summary.pkl │ ├── sc_fix_r79_summary.pkl │ ├── sc_fix_r7_summary.pkl │ ├── sc_fix_r80_summary.pkl │ ├── sc_fix_r81_summary.pkl │ ├── sc_fix_r82_summary.pkl │ ├── sc_fix_r83_summary.pkl │ ├── sc_fix_r84_summary.pkl │ ├── sc_fix_r85_summary.pkl │ ├── sc_fix_r86_summary.pkl │ ├── sc_fix_r87_summary.pkl │ ├── sc_fix_r88_summary.pkl │ ├── sc_fix_r89_summary.pkl │ ├── sc_fix_r8_summary.pkl │ ├── sc_fix_r90_summary.pkl │ ├── sc_fix_r91_summary.pkl │ ├── sc_fix_r92_summary.pkl │ ├── sc_fix_r93_summary.pkl │ ├── sc_fix_r94_summary.pkl │ ├── sc_fix_r95_summary.pkl │ ├── sc_fix_r96_summary.pkl │ ├── sc_fix_r97_summary.pkl │ ├── sc_fix_r98_summary.pkl │ ├── sc_fix_r99_summary.pkl │ ├── sc_fix_r9_summary.pkl │ ├── sc_rand_r100_summary.pkl │ ├── sc_rand_r10_summary.pkl │ ├── sc_rand_r11_summary.pkl │ ├── sc_rand_r12_summary.pkl │ ├── sc_rand_r13_summary.pkl │ ├── sc_rand_r14_summary.pkl │ ├── sc_rand_r15_summary.pkl │ ├── sc_rand_r16_summary.pkl │ ├── sc_rand_r17_summary.pkl │ ├── sc_rand_r18_summary.pkl │ ├── sc_rand_r19_summary.pkl │ ├── sc_rand_r1_summary.pkl │ ├── sc_rand_r20_summary.pkl │ ├── sc_rand_r21_summary.pkl │ ├── sc_rand_r22_summary.pkl │ ├── sc_rand_r23_summary.pkl │ ├── sc_rand_r24_summary.pkl │ ├── sc_rand_r25_summary.pkl │ ├── sc_rand_r26_summary.pkl │ ├── sc_rand_r27_summary.pkl │ ├── sc_rand_r28_summary.pkl │ ├── sc_rand_r29_summary.pkl │ ├── sc_rand_r2_summary.pkl │ ├── sc_rand_r30_summary.pkl │ ├── sc_rand_r31_summary.pkl │ ├── sc_rand_r32_summary.pkl │ ├── sc_rand_r33_summary.pkl │ ├── sc_rand_r34_summary.pkl │ ├── sc_rand_r35_summary.pkl │ ├── sc_rand_r36_summary.pkl │ ├── sc_rand_r37_summary.pkl │ ├── sc_rand_r38_summary.pkl │ ├── sc_rand_r39_summary.pkl │ ├── sc_rand_r3_summary.pkl │ ├── sc_rand_r40_summary.pkl │ ├── sc_rand_r41_summary.pkl │ ├── sc_rand_r42_summary.pkl │ ├── sc_rand_r43_summary.pkl │ ├── sc_rand_r44_summary.pkl │ ├── sc_rand_r45_summary.pkl │ ├── sc_rand_r46_summary.pkl │ ├── sc_rand_r47_summary.pkl │ ├── sc_rand_r48_summary.pkl │ ├── sc_rand_r49_summary.pkl │ ├── sc_rand_r4_summary.pkl │ ├── sc_rand_r50_summary.pkl │ ├── sc_rand_r51_summary.pkl │ ├── sc_rand_r52_summary.pkl │ ├── sc_rand_r53_summary.pkl │ ├── sc_rand_r54_summary.pkl │ ├── sc_rand_r55_summary.pkl │ ├── sc_rand_r56_summary.pkl │ ├── sc_rand_r57_summary.pkl │ ├── sc_rand_r58_summary.pkl │ ├── sc_rand_r59_summary.pkl │ ├── sc_rand_r5_summary.pkl │ ├── sc_rand_r60_summary.pkl │ ├── sc_rand_r61_summary.pkl │ ├── sc_rand_r62_summary.pkl │ ├── sc_rand_r63_summary.pkl │ ├── sc_rand_r64_summary.pkl │ ├── sc_rand_r65_summary.pkl │ ├── sc_rand_r66_summary.pkl │ ├── sc_rand_r67_summary.pkl │ ├── sc_rand_r68_summary.pkl │ ├── sc_rand_r69_summary.pkl │ ├── sc_rand_r6_summary.pkl │ ├── sc_rand_r70_summary.pkl │ ├── sc_rand_r71_summary.pkl │ ├── sc_rand_r72_summary.pkl │ ├── sc_rand_r73_summary.pkl │ ├── sc_rand_r74_summary.pkl │ ├── sc_rand_r75_summary.pkl │ ├── sc_rand_r76_summary.pkl │ ├── sc_rand_r77_summary.pkl │ ├── sc_rand_r78_summary.pkl │ ├── sc_rand_r79_summary.pkl │ ├── sc_rand_r7_summary.pkl │ ├── sc_rand_r80_summary.pkl │ ├── sc_rand_r81_summary.pkl │ ├── sc_rand_r82_summary.pkl │ ├── sc_rand_r83_summary.pkl │ ├── sc_rand_r84_summary.pkl │ ├── sc_rand_r85_summary.pkl │ ├── sc_rand_r86_summary.pkl │ ├── sc_rand_r87_summary.pkl │ ├── sc_rand_r88_summary.pkl │ ├── sc_rand_r89_summary.pkl │ ├── sc_rand_r8_summary.pkl │ ├── sc_rand_r90_summary.pkl │ ├── sc_rand_r91_summary.pkl │ ├── sc_rand_r92_summary.pkl │ ├── sc_rand_r93_summary.pkl │ ├── sc_rand_r94_summary.pkl │ ├── sc_rand_r95_summary.pkl │ ├── sc_rand_r96_summary.pkl │ ├── sc_rand_r97_summary.pkl │ ├── sc_rand_r98_summary.pkl │ ├── sc_rand_r99_summary.pkl │ └── sc_rand_r9_summary.pkl └── wm_results │ ├── wm_fix_r100_summary.pkl │ ├── wm_fix_r10_summary.pkl │ ├── wm_fix_r11_summary.pkl │ ├── wm_fix_r12_summary.pkl │ ├── wm_fix_r13_summary.pkl │ ├── wm_fix_r14_summary.pkl │ ├── wm_fix_r15_summary.pkl │ ├── wm_fix_r16_summary.pkl │ ├── wm_fix_r17_summary.pkl │ ├── wm_fix_r18_summary.pkl │ ├── wm_fix_r19_summary.pkl │ ├── wm_fix_r1_summary.pkl │ ├── wm_fix_r20_summary.pkl │ ├── wm_fix_r21_summary.pkl │ ├── wm_fix_r22_summary.pkl │ ├── wm_fix_r23_summary.pkl │ ├── wm_fix_r24_summary.pkl │ ├── wm_fix_r25_summary.pkl │ ├── wm_fix_r26_summary.pkl │ ├── wm_fix_r27_summary.pkl │ ├── wm_fix_r28_summary.pkl │ ├── wm_fix_r29_summary.pkl │ ├── wm_fix_r2_summary.pkl │ ├── wm_fix_r30_summary.pkl │ ├── wm_fix_r31_summary.pkl │ ├── wm_fix_r32_summary.pkl │ ├── wm_fix_r33_summary.pkl │ ├── wm_fix_r34_summary.pkl │ ├── wm_fix_r35_summary.pkl │ ├── wm_fix_r36_summary.pkl │ ├── wm_fix_r37_summary.pkl │ ├── wm_fix_r38_summary.pkl │ ├── wm_fix_r39_summary.pkl │ ├── wm_fix_r3_summary.pkl │ ├── wm_fix_r40_summary.pkl │ ├── wm_fix_r41_summary.pkl │ ├── wm_fix_r42_summary.pkl │ ├── wm_fix_r43_summary.pkl │ ├── wm_fix_r44_summary.pkl │ ├── wm_fix_r45_summary.pkl │ ├── wm_fix_r46_summary.pkl │ ├── wm_fix_r47_summary.pkl │ ├── wm_fix_r48_summary.pkl │ ├── wm_fix_r49_summary.pkl │ ├── wm_fix_r4_summary.pkl │ ├── wm_fix_r50_summary.pkl │ ├── wm_fix_r51_summary.pkl │ ├── wm_fix_r52_summary.pkl │ ├── wm_fix_r53_summary.pkl │ ├── wm_fix_r54_summary.pkl │ ├── wm_fix_r55_summary.pkl │ ├── wm_fix_r56_summary.pkl │ ├── wm_fix_r57_summary.pkl │ ├── wm_fix_r58_summary.pkl │ ├── wm_fix_r59_summary.pkl │ ├── wm_fix_r5_summary.pkl │ ├── wm_fix_r60_summary.pkl │ ├── wm_fix_r61_summary.pkl │ ├── wm_fix_r62_summary.pkl │ ├── wm_fix_r63_summary.pkl │ ├── wm_fix_r64_summary.pkl │ ├── wm_fix_r65_summary.pkl │ ├── wm_fix_r66_summary.pkl │ ├── wm_fix_r67_summary.pkl │ ├── wm_fix_r68_summary.pkl │ ├── wm_fix_r69_summary.pkl │ ├── wm_fix_r6_summary.pkl │ ├── wm_fix_r70_summary.pkl │ ├── wm_fix_r71_summary.pkl │ ├── wm_fix_r72_summary.pkl │ ├── wm_fix_r73_summary.pkl │ ├── wm_fix_r74_summary.pkl │ ├── wm_fix_r75_summary.pkl │ ├── wm_fix_r76_summary.pkl │ ├── wm_fix_r77_summary.pkl │ ├── wm_fix_r78_summary.pkl │ ├── wm_fix_r79_summary.pkl │ ├── wm_fix_r7_summary.pkl │ ├── wm_fix_r80_summary.pkl │ ├── wm_fix_r81_summary.pkl │ ├── wm_fix_r82_summary.pkl │ ├── wm_fix_r83_summary.pkl │ ├── wm_fix_r84_summary.pkl │ ├── wm_fix_r85_summary.pkl │ ├── wm_fix_r86_summary.pkl │ ├── wm_fix_r87_summary.pkl │ ├── wm_fix_r88_summary.pkl │ ├── wm_fix_r89_summary.pkl │ ├── wm_fix_r8_summary.pkl │ ├── wm_fix_r90_summary.pkl │ ├── wm_fix_r91_summary.pkl │ ├── wm_fix_r92_summary.pkl │ ├── wm_fix_r93_summary.pkl │ ├── wm_fix_r94_summary.pkl │ ├── wm_fix_r95_summary.pkl │ ├── wm_fix_r96_summary.pkl │ ├── wm_fix_r97_summary.pkl │ ├── wm_fix_r98_summary.pkl │ ├── wm_fix_r99_summary.pkl │ ├── wm_fix_r9_summary.pkl │ ├── wm_rand_r100_summary.pkl │ ├── wm_rand_r10_summary.pkl │ ├── wm_rand_r11_summary.pkl │ ├── wm_rand_r12_summary.pkl │ ├── wm_rand_r13_summary.pkl │ ├── wm_rand_r14_summary.pkl │ ├── wm_rand_r15_summary.pkl │ ├── wm_rand_r16_summary.pkl │ ├── wm_rand_r17_summary.pkl │ ├── wm_rand_r18_summary.pkl │ ├── wm_rand_r19_summary.pkl │ ├── wm_rand_r1_summary.pkl │ ├── wm_rand_r20_summary.pkl │ ├── wm_rand_r21_summary.pkl │ ├── wm_rand_r22_summary.pkl │ ├── wm_rand_r23_summary.pkl │ ├── wm_rand_r24_summary.pkl │ ├── wm_rand_r25_summary.pkl │ ├── wm_rand_r26_summary.pkl │ ├── wm_rand_r27_summary.pkl │ ├── wm_rand_r28_summary.pkl │ ├── wm_rand_r29_summary.pkl │ ├── wm_rand_r2_summary.pkl │ ├── wm_rand_r30_summary.pkl │ ├── wm_rand_r31_summary.pkl │ ├── wm_rand_r32_summary.pkl │ ├── wm_rand_r33_summary.pkl │ ├── wm_rand_r34_summary.pkl │ ├── wm_rand_r35_summary.pkl │ ├── wm_rand_r36_summary.pkl │ ├── wm_rand_r37_summary.pkl │ ├── wm_rand_r38_summary.pkl │ ├── wm_rand_r39_summary.pkl │ ├── wm_rand_r3_summary.pkl │ ├── wm_rand_r40_summary.pkl │ ├── wm_rand_r41_summary.pkl │ ├── wm_rand_r42_summary.pkl │ ├── wm_rand_r43_summary.pkl │ ├── wm_rand_r44_summary.pkl │ ├── wm_rand_r45_summary.pkl │ ├── wm_rand_r46_summary.pkl │ ├── wm_rand_r47_summary.pkl │ ├── wm_rand_r48_summary.pkl │ ├── wm_rand_r49_summary.pkl │ ├── wm_rand_r4_summary.pkl │ ├── wm_rand_r50_summary.pkl │ ├── wm_rand_r51_summary.pkl │ ├── wm_rand_r52_summary.pkl │ ├── wm_rand_r53_summary.pkl │ ├── wm_rand_r54_summary.pkl │ ├── wm_rand_r55_summary.pkl │ ├── wm_rand_r56_summary.pkl │ ├── wm_rand_r57_summary.pkl │ ├── wm_rand_r58_summary.pkl │ ├── wm_rand_r59_summary.pkl │ ├── wm_rand_r5_summary.pkl │ ├── wm_rand_r60_summary.pkl │ ├── wm_rand_r61_summary.pkl │ ├── wm_rand_r62_summary.pkl │ ├── wm_rand_r63_summary.pkl │ ├── wm_rand_r64_summary.pkl │ ├── wm_rand_r65_summary.pkl │ ├── wm_rand_r66_summary.pkl │ ├── wm_rand_r67_summary.pkl │ ├── wm_rand_r68_summary.pkl │ ├── wm_rand_r69_summary.pkl │ ├── wm_rand_r6_summary.pkl │ ├── wm_rand_r70_summary.pkl │ ├── wm_rand_r71_summary.pkl │ ├── wm_rand_r72_summary.pkl │ ├── wm_rand_r73_summary.pkl │ ├── wm_rand_r74_summary.pkl │ ├── wm_rand_r75_summary.pkl │ ├── wm_rand_r76_summary.pkl │ ├── wm_rand_r77_summary.pkl │ ├── wm_rand_r78_summary.pkl │ ├── wm_rand_r79_summary.pkl │ ├── wm_rand_r7_summary.pkl │ ├── wm_rand_r80_summary.pkl │ ├── wm_rand_r81_summary.pkl │ ├── wm_rand_r82_summary.pkl │ ├── wm_rand_r83_summary.pkl │ ├── wm_rand_r84_summary.pkl │ ├── wm_rand_r85_summary.pkl │ ├── wm_rand_r86_summary.pkl │ ├── wm_rand_r87_summary.pkl │ ├── wm_rand_r88_summary.pkl │ ├── wm_rand_r89_summary.pkl │ ├── wm_rand_r8_summary.pkl │ ├── wm_rand_r90_summary.pkl │ ├── wm_rand_r91_summary.pkl │ ├── wm_rand_r92_summary.pkl │ ├── wm_rand_r93_summary.pkl │ ├── wm_rand_r94_summary.pkl │ ├── wm_rand_r95_summary.pkl │ ├── wm_rand_r96_summary.pkl │ ├── wm_rand_r97_summary.pkl │ ├── wm_rand_r98_summary.pkl │ ├── wm_rand_r99_summary.pkl │ └── wm_rand_r9_summary.pkl ├── setup.py ├── simulations ├── get_results_appendix.py ├── test_stats.txt ├── xsim.py ├── xsim.sh ├── xsim_appendix_results.txt ├── xsim_false_positive.ipynb ├── xsim_false_positive_results.json └── xsim_figures.R └── tests ├── data ├── test_activation.txt └── test_design.txt ├── test_convolutions.py └── test_dataset.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PsychoinformaticsLab/nipymc/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PsychoinformaticsLab/nipymc/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PsychoinformaticsLab/nipymc/HEAD/README.md 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