René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Merge TCN, noise resiliency option, addition of more DIII-D shots, etc. from forked FRNN","articleBody":"Mostly located on @ge-dong's forked version of the code. \r\n\r\n- [x] Should the additional D3D shots be directly added to the existing list, or should it be kept separate for posterity with the Nature paper results? **Kept separate**, in both `shot_lists/.txt` files (`d3d_clear_data_avail.txt` vs.`d3d_clear_since_2016.txt`, e.g.) and internal variables in `conf_parser.py` (`d3d_full` vs. `d3d_full_2019`)\r\n  - [ ] `shot_lists/d3d_clear.txt` and `shot_lists/d3d_disrupt.txt` are currently unused. Names of all files in `shot_lists/` are confusing. See below for details.\r\n- [ ] Re-tune the hyperparameters for `d3d_data` and `d3d_data_0D` datasets on the expanded shot list.\r\n\r\n\r\n```\r\n(base) ➜  shot_lists wc -l d3d_clear*\r\n  10000 d3d_clear_10000.txt\r\n   1000 d3d_clear_1000.txt\r\n    100 d3d_clear_100.txt\r\n  18122 d3d_clear_data_avail.txt\r\n  27311 d3d_clear_since_2016.txt\r\n  74248 d3d_clear.txt\r\n 130781 total\r\n(base) ➜  shot_lists head -n1 d3d_clear*\r\n==\u003e d3d_clear_10000.txt \u003c==\r\n143800   -1.000000\r\n\r\n==\u003e d3d_clear_1000.txt \u003c==\r\n165500   -1.000000\r\n\r\n==\u003e d3d_clear_100.txt \u003c==\r\n167475   -1.000000\r\n\r\n==\u003e d3d_clear_data_avail.txt \u003c==\r\n125502   -1.000000\r\n\r\n==\u003e d3d_clear_since_2016.txt \u003c==\r\n125502   -1.000000\r\n\r\n==\u003e d3d_clear.txt \u003c==\r\n40560   -1.000000\r\n(base) ➜  shot_lists tail -n1 d3d_clear*\r\n==\u003e d3d_clear_10000.txt \u003c==\r\n168554   -1.000000\r\n\r\n==\u003e d3d_clear_1000.txt \u003c==\r\n168554   -1.000000\r\n\r\n==\u003e d3d_clear_100.txt \u003c==\r\n168554   -1.000000\r\n\r\n==\u003e d3d_clear_data_avail.txt \u003c==\r\n168554   -1.000000\r\n\r\n==\u003e d3d_clear_since_2016.txt \u003c==\r\n180844   -1.000000\r\n\r\n==\u003e d3d_clear.txt \u003c==\r\n168554   -1.000000\r\n```","author":{"url":"https://github.com/felker","@type":"Person","name":"felker"},"datePublished":"2019-12-05T22:50:26.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":1},"url":"https://github.com/48/plasma-python/issues/48"}