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feat(matlab): learning figure + methods write-up + organized CSV data export

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Adds make_figure (2-panel learning curves + per-phase slopes, colorblind-safe
Box-B2/Box-A2 palette) -> results/figure_learning.png; analysis/writeup.md
(figure + methods + results summary); and tdcs_export_all/run_export exporting
every data variation into an organized export/ tree (curated_all, scenarios/9,
anchors/3 with tDCS factor, phases/9 + MANIFEST). Adds tExport tests. Suite 36/36.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
Experiments DB Dev
2026-07-20 12:11:37 -04:00
parent e730aa0020
commit 800189371b
30 changed files with 2535 additions and 0 deletions
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analysis/matlab/export/anchors/unmerged_B2vsA2.csv
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subject,group,day,success,total,day_c,day_c2,tDCS
Banh-mi-1,Electrode-Box-B2,0,13,84,-8.2972972972973,68.845142439737,1
Banh-mi-1,Electrode-Box-B2,1,35,86,-7.2972972972973,53.2505478451424,1
Banh-mi-1,Electrode-Box-B2,2,47,110,-6.2972972972973,39.6559532505478,1
Banh-mi-1,Electrode-Box-B2,3,65,140,-5.2972972972973,28.0613586559532,1
Banh-mi-1,Electrode-Box-B2,4,70,127,-4.2972972972973,18.4667640613586,1
Banh-mi-1,Electrode-Box-B2,5,102,142,-3.2972972972973,10.8721694667641,1
Banh-mi-1,Electrode-Box-B2,6,90,131,-2.2972972972973,5.27757487216946,1
Banh-mi-1,Electrode-Box-B2,7,109,148,-1.2972972972973,1.68298027757487,1
Banh-mi-1,Electrode-Box-B2,8,104,137,-0.297297297297296,0.0883856829802771,1
Banh-mi-1,Electrode-Box-B2,9,119,150,0.702702702702704,0.493791088385684,1
Banh-mi-1,Electrode-Box-B2,10,121,158,1.7027027027027,2.89919649379109,1
Banh-mi-1,Electrode-Box-B2,11,121,148,2.7027027027027,7.3046018991965,1
Banh-mi-1,Electrode-Box-B2,12,120,149,3.7027027027027,13.7100073046019,1
Banh-mi-1,Electrode-Box-B2,13,135,154,4.7027027027027,22.1154127100073,1
Banh-mi-2,Electrode-Box-A2,0,25,97,-8.2972972972973,68.845142439737,0
Banh-mi-2,Electrode-Box-A2,1,22,101,-7.2972972972973,53.2505478451424,0
Banh-mi-2,Electrode-Box-A2,2,22,119,-6.2972972972973,39.6559532505478,0
Banh-mi-2,Electrode-Box-A2,3,29,118,-5.2972972972973,28.0613586559532,0
Banh-mi-2,Electrode-Box-A2,4,27,136,-4.2972972972973,18.4667640613586,0
Banh-mi-2,Electrode-Box-A2,5,43,146,-3.2972972972973,10.8721694667641,0
Banh-mi-2,Electrode-Box-A2,6,74,146,-2.2972972972973,5.27757487216946,0
Banh-mi-2,Electrode-Box-A2,7,70,148,-1.2972972972973,1.68298027757487,0
Banh-mi-2,Electrode-Box-A2,8,65,130,-0.297297297297296,0.0883856829802771,0
Banh-mi-2,Electrode-Box-A2,9,79,151,0.702702702702704,0.493791088385684,0
Banh-mi-2,Electrode-Box-A2,10,93,152,1.7027027027027,2.89919649379109,0
Egg-tart-1,Electrode-Box-B2,0,7,56,-8.2972972972973,68.845142439737,1
Egg-tart-1,Electrode-Box-B2,1,16,78,-7.2972972972973,53.2505478451424,1
Egg-tart-1,Electrode-Box-B2,2,23,103,-6.2972972972973,39.6559532505478,1
Egg-tart-1,Electrode-Box-B2,3,63,120,-5.2972972972973,28.0613586559532,1
Egg-tart-1,Electrode-Box-B2,4,69,132,-4.2972972972973,18.4667640613586,1
Egg-tart-1,Electrode-Box-B2,5,83,136,-3.2972972972973,10.8721694667641,1
Egg-tart-1,Electrode-Box-B2,6,71,142,-2.2972972972973,5.27757487216946,1
Egg-tart-1,Electrode-Box-B2,7,79,138,-1.2972972972973,1.68298027757487,1
Egg-tart-1,Electrode-Box-B2,8,98,142,-0.297297297297296,0.0883856829802771,1
Egg-tart-1,Electrode-Box-B2,9,89,139,0.702702702702704,0.493791088385684,1
Egg-tart-1,Electrode-Box-B2,10,96,143,1.7027027027027,2.89919649379109,1
Egg-tart-1,Electrode-Box-B2,11,96,148,2.7027027027027,7.3046018991965,1
Egg-tart-1,Electrode-Box-B2,12,101,156,3.7027027027027,13.7100073046019,1
Egg-tart-1,Electrode-Box-B2,13,103,152,4.7027027027027,22.1154127100073,1
Egg-tart-1,Electrode-Box-B2,14,97,152,5.7027027027027,32.5208181154127,1
Egg-tart-2,Electrode-Box-A2,0,9,32,-8.2972972972973,68.845142439737,0
Egg-tart-2,Electrode-Box-A2,1,2,38,-7.2972972972973,53.2505478451424,0
Egg-tart-2,Electrode-Box-A2,2,31,93,-6.2972972972973,39.6559532505478,0
Egg-tart-2,Electrode-Box-A2,3,44,101,-5.2972972972973,28.0613586559532,0
Egg-tart-2,Electrode-Box-A2,4,54,131,-4.2972972972973,18.4667640613586,0
Egg-tart-2,Electrode-Box-A2,5,84,139,-3.2972972972973,10.8721694667641,0
Egg-tart-2,Electrode-Box-A2,6,85,145,-2.2972972972973,5.27757487216946,0
Egg-tart-2,Electrode-Box-A2,7,79,143,-1.2972972972973,1.68298027757487,0
Egg-tart-2,Electrode-Box-A2,8,76,131,-0.297297297297296,0.0883856829802771,0
Egg-tart-2,Electrode-Box-A2,9,88,149,0.702702702702704,0.493791088385684,0
Egg-tart-2,Electrode-Box-A2,10,81,151,1.7027027027027,2.89919649379109,0
Egg-tart-2,Electrode-Box-A2,11,78,152,2.7027027027027,7.3046018991965,0
Egg-tart-2,Electrode-Box-A2,12,96,155,3.7027027027027,13.7100073046019,0
Egg-tart-2,Electrode-Box-A2,13,84,155,4.7027027027027,22.1154127100073,0
Root-beer-1,Electrode-Box-B2,0,11,85,-8.2972972972973,68.845142439737,1
Root-beer-1,Electrode-Box-B2,1,18,76,-7.2972972972973,53.2505478451424,1
Root-beer-1,Electrode-Box-B2,2,40,105,-6.2972972972973,39.6559532505478,1
Root-beer-1,Electrode-Box-B2,3,55,134,-5.2972972972973,28.0613586559532,1
Root-beer-1,Electrode-Box-B2,4,75,136,-4.2972972972973,18.4667640613586,1
Root-beer-1,Electrode-Box-B2,5,64,133,-3.2972972972973,10.8721694667641,1
Root-beer-1,Electrode-Box-B2,6,104,139,-2.2972972972973,5.27757487216946,1
Root-beer-1,Electrode-Box-B2,7,98,148,-1.2972972972973,1.68298027757487,1
Root-beer-1,Electrode-Box-B2,8,81,145,-0.297297297297296,0.0883856829802771,1
Root-beer-1,Electrode-Box-B2,9,89,156,0.702702702702704,0.493791088385684,1
Root-beer-1,Electrode-Box-B2,10,105,158,1.7027027027027,2.89919649379109,1
Root-beer-2,Electrode-Box-A2,0,22,74,-8.2972972972973,68.845142439737,0
Root-beer-2,Electrode-Box-A2,1,31,87,-7.2972972972973,53.2505478451424,0
Root-beer-2,Electrode-Box-A2,2,49,134,-6.2972972972973,39.6559532505478,0
Root-beer-2,Electrode-Box-A2,3,31,89,-5.2972972972973,28.0613586559532,0
Root-beer-2,Electrode-Box-A2,4,60,140,-4.2972972972973,18.4667640613586,0
Root-beer-2,Electrode-Box-A2,5,84,147,-3.2972972972973,10.8721694667641,0
1 subject group day success total day_c day_c2 tDCS
2 Banh-mi-1 Electrode-Box-B2 0 13 84 -8.2972972972973 68.845142439737 1
3 Banh-mi-1 Electrode-Box-B2 1 35 86 -7.2972972972973 53.2505478451424 1
4 Banh-mi-1 Electrode-Box-B2 2 47 110 -6.2972972972973 39.6559532505478 1
5 Banh-mi-1 Electrode-Box-B2 3 65 140 -5.2972972972973 28.0613586559532 1
6 Banh-mi-1 Electrode-Box-B2 4 70 127 -4.2972972972973 18.4667640613586 1
7 Banh-mi-1 Electrode-Box-B2 5 102 142 -3.2972972972973 10.8721694667641 1
8 Banh-mi-1 Electrode-Box-B2 6 90 131 -2.2972972972973 5.27757487216946 1
9 Banh-mi-1 Electrode-Box-B2 7 109 148 -1.2972972972973 1.68298027757487 1
10 Banh-mi-1 Electrode-Box-B2 8 104 137 -0.297297297297296 0.0883856829802771 1
11 Banh-mi-1 Electrode-Box-B2 9 119 150 0.702702702702704 0.493791088385684 1
12 Banh-mi-1 Electrode-Box-B2 10 121 158 1.7027027027027 2.89919649379109 1
13 Banh-mi-1 Electrode-Box-B2 11 121 148 2.7027027027027 7.3046018991965 1
14 Banh-mi-1 Electrode-Box-B2 12 120 149 3.7027027027027 13.7100073046019 1
15 Banh-mi-1 Electrode-Box-B2 13 135 154 4.7027027027027 22.1154127100073 1
16 Banh-mi-2 Electrode-Box-A2 0 25 97 -8.2972972972973 68.845142439737 0
17 Banh-mi-2 Electrode-Box-A2 1 22 101 -7.2972972972973 53.2505478451424 0
18 Banh-mi-2 Electrode-Box-A2 2 22 119 -6.2972972972973 39.6559532505478 0
19 Banh-mi-2 Electrode-Box-A2 3 29 118 -5.2972972972973 28.0613586559532 0
20 Banh-mi-2 Electrode-Box-A2 4 27 136 -4.2972972972973 18.4667640613586 0
21 Banh-mi-2 Electrode-Box-A2 5 43 146 -3.2972972972973 10.8721694667641 0
22 Banh-mi-2 Electrode-Box-A2 6 74 146 -2.2972972972973 5.27757487216946 0
23 Banh-mi-2 Electrode-Box-A2 7 70 148 -1.2972972972973 1.68298027757487 0
24 Banh-mi-2 Electrode-Box-A2 8 65 130 -0.297297297297296 0.0883856829802771 0
25 Banh-mi-2 Electrode-Box-A2 9 79 151 0.702702702702704 0.493791088385684 0
26 Banh-mi-2 Electrode-Box-A2 10 93 152 1.7027027027027 2.89919649379109 0
27 Egg-tart-1 Electrode-Box-B2 0 7 56 -8.2972972972973 68.845142439737 1
28 Egg-tart-1 Electrode-Box-B2 1 16 78 -7.2972972972973 53.2505478451424 1
29 Egg-tart-1 Electrode-Box-B2 2 23 103 -6.2972972972973 39.6559532505478 1
30 Egg-tart-1 Electrode-Box-B2 3 63 120 -5.2972972972973 28.0613586559532 1
31 Egg-tart-1 Electrode-Box-B2 4 69 132 -4.2972972972973 18.4667640613586 1
32 Egg-tart-1 Electrode-Box-B2 5 83 136 -3.2972972972973 10.8721694667641 1
33 Egg-tart-1 Electrode-Box-B2 6 71 142 -2.2972972972973 5.27757487216946 1
34 Egg-tart-1 Electrode-Box-B2 7 79 138 -1.2972972972973 1.68298027757487 1
35 Egg-tart-1 Electrode-Box-B2 8 98 142 -0.297297297297296 0.0883856829802771 1
36 Egg-tart-1 Electrode-Box-B2 9 89 139 0.702702702702704 0.493791088385684 1
37 Egg-tart-1 Electrode-Box-B2 10 96 143 1.7027027027027 2.89919649379109 1
38 Egg-tart-1 Electrode-Box-B2 11 96 148 2.7027027027027 7.3046018991965 1
39 Egg-tart-1 Electrode-Box-B2 12 101 156 3.7027027027027 13.7100073046019 1
40 Egg-tart-1 Electrode-Box-B2 13 103 152 4.7027027027027 22.1154127100073 1
41 Egg-tart-1 Electrode-Box-B2 14 97 152 5.7027027027027 32.5208181154127 1
42 Egg-tart-2 Electrode-Box-A2 0 9 32 -8.2972972972973 68.845142439737 0
43 Egg-tart-2 Electrode-Box-A2 1 2 38 -7.2972972972973 53.2505478451424 0
44 Egg-tart-2 Electrode-Box-A2 2 31 93 -6.2972972972973 39.6559532505478 0
45 Egg-tart-2 Electrode-Box-A2 3 44 101 -5.2972972972973 28.0613586559532 0
46 Egg-tart-2 Electrode-Box-A2 4 54 131 -4.2972972972973 18.4667640613586 0
47 Egg-tart-2 Electrode-Box-A2 5 84 139 -3.2972972972973 10.8721694667641 0
48 Egg-tart-2 Electrode-Box-A2 6 85 145 -2.2972972972973 5.27757487216946 0
49 Egg-tart-2 Electrode-Box-A2 7 79 143 -1.2972972972973 1.68298027757487 0
50 Egg-tart-2 Electrode-Box-A2 8 76 131 -0.297297297297296 0.0883856829802771 0
51 Egg-tart-2 Electrode-Box-A2 9 88 149 0.702702702702704 0.493791088385684 0
52 Egg-tart-2 Electrode-Box-A2 10 81 151 1.7027027027027 2.89919649379109 0
53 Egg-tart-2 Electrode-Box-A2 11 78 152 2.7027027027027 7.3046018991965 0
54 Egg-tart-2 Electrode-Box-A2 12 96 155 3.7027027027027 13.7100073046019 0
55 Egg-tart-2 Electrode-Box-A2 13 84 155 4.7027027027027 22.1154127100073 0
56 Root-beer-1 Electrode-Box-B2 0 11 85 -8.2972972972973 68.845142439737 1
57 Root-beer-1 Electrode-Box-B2 1 18 76 -7.2972972972973 53.2505478451424 1
58 Root-beer-1 Electrode-Box-B2 2 40 105 -6.2972972972973 39.6559532505478 1
59 Root-beer-1 Electrode-Box-B2 3 55 134 -5.2972972972973 28.0613586559532 1
60 Root-beer-1 Electrode-Box-B2 4 75 136 -4.2972972972973 18.4667640613586 1
61 Root-beer-1 Electrode-Box-B2 5 64 133 -3.2972972972973 10.8721694667641 1
62 Root-beer-1 Electrode-Box-B2 6 104 139 -2.2972972972973 5.27757487216946 1
63 Root-beer-1 Electrode-Box-B2 7 98 148 -1.2972972972973 1.68298027757487 1
64 Root-beer-1 Electrode-Box-B2 8 81 145 -0.297297297297296 0.0883856829802771 1
65 Root-beer-1 Electrode-Box-B2 9 89 156 0.702702702702704 0.493791088385684 1
66 Root-beer-1 Electrode-Box-B2 10 105 158 1.7027027027027 2.89919649379109 1
67 Root-beer-2 Electrode-Box-A2 0 22 74 -8.2972972972973 68.845142439737 0
68 Root-beer-2 Electrode-Box-A2 1 31 87 -7.2972972972973 53.2505478451424 0
69 Root-beer-2 Electrode-Box-A2 2 49 134 -6.2972972972973 39.6559532505478 0
70 Root-beer-2 Electrode-Box-A2 3 31 89 -5.2972972972973 28.0613586559532 0
71 Root-beer-2 Electrode-Box-A2 4 60 140 -4.2972972972973 18.4667640613586 0
72 Root-beer-2 Electrode-Box-A2 5 84 147 -3.2972972972973 10.8721694667641 0