| arch: | |
| hidden_dim: 32 | |
| num_hidden_layers: 1 | |
| constraints: | |
| baseline: | |
| alert_lag1: negative | |
| alerts_2wks: negative | |
| excess_heat_3d: positive | |
| excess_heat_7d: positive | |
| heat_qi_above_25: positive | |
| heat_qi_above_75: positive | |
| hi_max_above_25: positive | |
| hi_max_above_75: positive | |
| effectiveness: | |
| alert_lag1: negative | |
| alerts_2wks: negative | |
| excess_heat_3d: positive | |
| excess_heat_7d: positive | |
| heat_qi_above_25: positive | |
| heat_qi_above_75: positive | |
| hi_max_above_25: positive | |
| hi_max_above_75: positive | |
| data_dir: ../data | |
| fips_list: | |
| - 01049 | |
| - 01089 | |
| - '04021' | |
| - '05145' | |
| - '06025' | |
| - 06079 | |
| - 06089 | |
| - 06099 | |
| - 08001 | |
| - 08005 | |
| - 08031 | |
| - '10001' | |
| - '12083' | |
| - '12095' | |
| - '12103' | |
| - '12113' | |
| - '12119' | |
| - '13215' | |
| - '17115' | |
| - '19163' | |
| - '21029' | |
| - '22015' | |
| - '22033' | |
| - '24009' | |
| - '24013' | |
| - '25015' | |
| - '26099' | |
| - '27163' | |
| - '29095' | |
| - '29189' | |
| - '33015' | |
| - '34009' | |
| - '34025' | |
| - '34033' | |
| - '34035' | |
| - '34041' | |
| - '36013' | |
| - '36059' | |
| - '36063' | |
| - '36065' | |
| - '36071' | |
| - '36075' | |
| - '37101' | |
| - '37127' | |
| - '39061' | |
| - '39133' | |
| - '40027' | |
| - '42027' | |
| - '42033' | |
| - '42043' | |
| - '42049' | |
| - '42075' | |
| - '42129' | |
| - '44005' | |
| - '45015' | |
| - '45035' | |
| - '45041' | |
| - '45051' | |
| - '45091' | |
| - '47149' | |
| - '47165' | |
| - '47189' | |
| - '48041' | |
| - '48139' | |
| - '48347' | |
| - '48409' | |
| - '48469' | |
| - '51069' | |
| - '53007' | |
| - '53011' | |
| - '53021' | |
| - '53033' | |
| - '54003' | |
| - '01051' | |
| - '01055' | |
| - 01095 | |
| - '01101' | |
| - '01117' | |
| - '04013' | |
| - '04027' | |
| - '05045' | |
| - 05085 | |
| - '06037' | |
| - '06041' | |
| - '06065' | |
| - '06071' | |
| - 06081 | |
| - 06087 | |
| - '06101' | |
| - '06113' | |
| - '18053' | |
| - '20161' | |
| - '21093' | |
| - '22051' | |
| - '22057' | |
| - '22109' | |
| - 09001 | |
| - 09009 | |
| - 09011 | |
| - '10003' | |
| - '10005' | |
| - '12017' | |
| - '12023' | |
| - '12069' | |
| - '12071' | |
| - '12089' | |
| - '13051' | |
| - '13113' | |
| - '13127' | |
| - '13153' | |
| - '13245' | |
| - '17043' | |
| - '17199' | |
| - '29183' | |
| - '30029' | |
| - '33017' | |
| - '34001' | |
| - '34007' | |
| - '34013' | |
| - '34027' | |
| - '34029' | |
| - '36009' | |
| - '36029' | |
| - '36105' | |
| - '37001' | |
| - '37023' | |
| - '37027' | |
| - '37049' | |
| - '37125' | |
| - '37133' | |
| - '37155' | |
| - '24003' | |
| - '24005' | |
| - '24017' | |
| - '24021' | |
| - '24025' | |
| - '24031' | |
| - '25005' | |
| - '25017' | |
| - '25021' | |
| - '25027' | |
| - '27053' | |
| - '27139' | |
| - '28033' | |
| - '28089' | |
| - '28121' | |
| - '29037' | |
| - '29099' | |
| - '47141' | |
| - '47157' | |
| - '47163' | |
| - '47187' | |
| - '48029' | |
| - '48037' | |
| - '48039' | |
| - '48187' | |
| - '48213' | |
| - '48215' | |
| - '48245' | |
| - '48453' | |
| - '51019' | |
| - '51085' | |
| - '51095' | |
| - '51107' | |
| - '51179' | |
| - '38035' | |
| - '39095' | |
| - '39119' | |
| - '40101' | |
| - '42005' | |
| - '42029' | |
| - '42041' | |
| - '42051' | |
| - '42055' | |
| - '42071' | |
| - '42091' | |
| - '42095' | |
| - '42101' | |
| - '42111' | |
| - '42133' | |
| - '44009' | |
| - '45059' | |
| - '45063' | |
| - '47009' | |
| - '47059' | |
| - 06083 | |
| - 06085 | |
| - '06115' | |
| - 08013 | |
| - '12001' | |
| - '12031' | |
| - '12033' | |
| - '12055' | |
| - '12073' | |
| - '12105' | |
| - '12117' | |
| - '12127' | |
| - '13021' | |
| - '13031' | |
| - '13077' | |
| - '13121' | |
| - '13135' | |
| - '13151' | |
| - '13313' | |
| - '16027' | |
| - '18157' | |
| - '19169' | |
| - '53041' | |
| - '53053' | |
| - '53057' | |
| - '53061' | |
| - '53067' | |
| - '53077' | |
| - '54011' | |
| - '54107' | |
| - '01003' | |
| - '01073' | |
| - '01121' | |
| - '04025' | |
| - '05007' | |
| - '06001' | |
| - '06007' | |
| - '06013' | |
| - '06023' | |
| - '06067' | |
| - '06073' | |
| - '32003' | |
| - '32031' | |
| - '33009' | |
| - '34003' | |
| - '34005' | |
| - '34021' | |
| - '34031' | |
| - '36051' | |
| - '36061' | |
| - '36067' | |
| - '36081' | |
| - '36091' | |
| - '36103' | |
| - '36119' | |
| - '37019' | |
| - '37119' | |
| - '37129' | |
| - '37147' | |
| - '37193' | |
| - '40125' | |
| - '41017' | |
| - '41033' | |
| - '41051' | |
| - '21067' | |
| - '22055' | |
| - '22073' | |
| - '22105' | |
| - '23005' | |
| - '24001' | |
| - '24033' | |
| - '25023' | |
| - '25025' | |
| - '26115' | |
| - '26163' | |
| - '27171' | |
| - '29019' | |
| - '29031' | |
| - '51165' | |
| - '51177' | |
| - '53015' | |
| - '53025' | |
| - '54039' | |
| - '06053' | |
| - '11001' | |
| - '12057' | |
| - '13217' | |
| - '42063' | |
| - '42097' | |
| - '42125' | |
| - '45007' | |
| - '45031' | |
| - '45045' | |
| - '45077' | |
| - '45085' | |
| - '47001' | |
| - '47037' | |
| - '47065' | |
| - '47093' | |
| - '47155' | |
| - '48061' | |
| - '48091' | |
| - '48135' | |
| - '48141' | |
| - '48157' | |
| - '48201' | |
| - '48303' | |
| - '48355' | |
| - '48471' | |
| - '48491' | |
| - '34023' | |
| - '37057' | |
| - '38017' | |
| - '25011' | |
| - '47147' | |
| - '51087' | |
| - '39043' | |
| - '45013' | |
| - '53073' | |
| - 06059 | |
| - 01069 | |
| - '13073' | |
| - '21151' | |
| - '36053' | |
| - '36113' | |
| - '27137' | |
| - '34015' | |
| - '36047' | |
| - '37031' | |
| - '37085' | |
| - '40145' | |
| - '42003' | |
| - '53005' | |
| - '53027' | |
| - 01097 | |
| - '05131' | |
| - '06055' | |
| - 06097 | |
| - '18035' | |
| - 08035 | |
| - '41019' | |
| - '01043' | |
| - '06045' | |
| - '37051' | |
| - '37161' | |
| - '22017' | |
| - '22079' | |
| - '45047' | |
| - '48005' | |
| - '48167' | |
| - 05069 | |
| - '13185' | |
| - '30063' | |
| - '35045' | |
| - '42089' | |
| - '42017' | |
| - '47119' | |
| - '51059' | |
| - '51161' | |
| - '01115' | |
| - '06077' | |
| - '19013' | |
| - '21059' | |
| - '12097' | |
| - '34011' | |
| - '24037' | |
| - '17161' | |
| - '51041' | |
| - '53035' | |
| - '13013' | |
| - '17097' | |
| - '34019' | |
| - '23031' | |
| - '27145' | |
| - '28049' | |
| - '48203' | |
| - '48339' | |
| - '51061' | |
| - '39035' | |
| - '45003' | |
| - '45079' | |
| - '36045' | |
| - '25009' | |
| - 05119 | |
| - 06095 | |
| - '01103' | |
| - '04003' | |
| - '04015' | |
| - '13015' | |
| - '13089' | |
| - 08123 | |
| - '13295' | |
| - '17019' | |
| - '13139' | |
| - '18039' | |
| - '18043' | |
| - '18089' | |
| - '18095' | |
| - '39081' | |
| - '20173' | |
| - '33005' | |
| - '39113' | |
| - '39169' | |
| - '35049' | |
| - '40017' | |
| - '28035' | |
| - '28067' | |
| - '36027' | |
| - '36083' | |
| - '29021' | |
| - '36093' | |
| - '36109' | |
| - '37025' | |
| - '37045' | |
| - '24043' | |
| - '37071' | |
| - '37097' | |
| - '23019' | |
| - '26017' | |
| - '37157' | |
| - '37183' | |
| - '26077' | |
| - '26087' | |
| - '26103' | |
| - '26139' | |
| - '26145' | |
| - '39003' | |
| - '20091' | |
| - '39017' | |
| - '26161' | |
| - '48181' | |
| - '55133' | |
| - '41059' | |
| - '48257' | |
| - '01077' | |
| - 01081 | |
| - '42013' | |
| - '42069' | |
| - '48479' | |
| - '01125' | |
| - '42073' | |
| - '05031' | |
| - '05051' | |
| - '46099' | |
| - '51710' | |
| - '05143' | |
| - '51770' | |
| - '54033' | |
| - '18067' | |
| - '18081' | |
| - '55009' | |
| - '18163' | |
| - '55059' | |
| - '19049' | |
| - '29165' | |
| - '12081' | |
| - '16055' | |
| - '29187' | |
| - '12099' | |
| - '17001' | |
| - '21037' | |
| - '13059' | |
| - '17037' | |
| - '21117' | |
| - '13095' | |
| - '21145' | |
| - '13117' | |
| - '17089' | |
| - '17093' | |
| - '17119' | |
| - '23001' | |
| - '23011' | |
| - '17163' | |
| - '13247' | |
| - '17183' | |
| - '18005' | |
| - '13285' | |
| - '20045' | |
| - '13297' | |
| - '12005' | |
| - '12035' | |
| - '12053' | |
| - '37063' | |
| - '48027' | |
| - '37067' | |
| - '48099' | |
| - '48113' | |
| - '37135' | |
| - '48183' | |
| - '37159' | |
| - '48209' | |
| - '33011' | |
| - '34017' | |
| - '28075' | |
| - '34037' | |
| - '34039' | |
| - '37195' | |
| - '35001' | |
| - '35005' | |
| - '24015' | |
| - '24027' | |
| - '24045' | |
| - '48309' | |
| - '48329' | |
| - '35025' | |
| - '25013' | |
| - '48367' | |
| - '26049' | |
| - '29043' | |
| - '29047' | |
| - '48381' | |
| - '48397' | |
| - '36011' | |
| - '29077' | |
| - '48441' | |
| - '36019' | |
| - '26081' | |
| - '26091' | |
| - '29097' | |
| - '36085' | |
| - '36087' | |
| - '26111' | |
| - '27003' | |
| - '47125' | |
| - '51013' | |
| - '36117' | |
| - '39055' | |
| - '39063' | |
| - '39085' | |
| - '39089' | |
| - '39099' | |
| - '42045' | |
| - '17113' | |
| - '39109' | |
| - '42077' | |
| - 09003 | |
| - 09005 | |
| - '39139' | |
| - '39141' | |
| - '39151' | |
| - '42085' | |
| - 09015 | |
| - '17143' | |
| - '44003' | |
| - '45019' | |
| - '45073' | |
| - '12101' | |
| - '18019' | |
| - '40031' | |
| - '18003' | |
| - '13067' | |
| - '17167' | |
| - '13097' | |
| - '13223' | |
| - '51510' | |
| - '51700' | |
| - '51740' | |
| - '40131' | |
| - '40143' | |
| - '16001' | |
| - '39023' | |
| - '39025' | |
| - '39029' | |
| - '39045' | |
| - '42019' | |
| - '42025' | |
| - '42001' | |
| - '37151' | |
| - '37171' | |
| - '37191' | |
| - '18105' | |
| - '38015' | |
| - '55071' | |
| - '55079' | |
| - '18167' | |
| - '18177' | |
| - '55089' | |
| - '55105' | |
| - '39007' | |
| - '39013' | |
| - '55109' | |
| - '55131' | |
| - '55141' | |
| - '39049' | |
| - '39057' | |
| - '19153' | |
| - 01083 | |
| - '33013' | |
| - '39093' | |
| - '39101' | |
| - '20015' | |
| - '36001' | |
| - '36007' | |
| - '39103' | |
| - 04019 | |
| - '36015' | |
| - '39145' | |
| - '39155' | |
| - '51810' | |
| - '36055' | |
| - '39157' | |
| - '39165' | |
| - '39173' | |
| - '53063' | |
| - '05125' | |
| - '36101' | |
| - '40037' | |
| - 06029 | |
| - '36111' | |
| - '37035' | |
| - '55027' | |
| - '37109' | |
| - '29051' | |
| - '24510' | |
| - '26005' | |
| - '54061' | |
| - '26025' | |
| - '26045' | |
| - '26065' | |
| - '26075' | |
| - '12115' | |
| - '26093' | |
| - '55025' | |
| - '55039' | |
| - '55055' | |
| - '13057' | |
| - '13115' | |
| - '55117' | |
| - '26147' | |
| - '55127' | |
| - '26159' | |
| - '55139' | |
| - '20103' | |
| - '27037' | |
| - '27109' | |
| - '21015' | |
| - '27141' | |
| - '51199' | |
| - '21047' | |
| - '51680' | |
| - '51760' | |
| - '21227' | |
| - '48251' | |
| - '47179' | |
| - '48021' | |
| - '25003' | |
| - '42007' | |
| - '48085' | |
| - '48423' | |
| - '48451' | |
| - '26073' | |
| - '17111' | |
| - '48121' | |
| - '51650' | |
| - '18059' | |
| - '48231' | |
| - '19113' | |
| - '37081' | |
| - '21111' | |
| - '48291' | |
| - '42039' | |
| - '42021' | |
| - '42037' | |
| - '48375' | |
| - '26155' | |
| - '42079' | |
| - '48485' | |
| - '42107' | |
| - '44007' | |
| - '31109' | |
| - '55073' | |
| - '31055' | |
| - '31153' | |
| - '36005' | |
| - '26037' | |
| - '37179' | |
| - '01015' | |
| - 09007 | |
| - '12091' | |
| - '19103' | |
| - '22097' | |
| - '18063' | |
| - '18127' | |
| - '55101' | |
| - '12109' | |
| - '13045' | |
| - '17091' | |
| - '18097' | |
| - '17201' | |
| - '36089' | |
| - '27123' | |
| - '28081' | |
| - '29510' | |
| - '40109' | |
| - '41029' | |
| - '36079' | |
| - '26055' | |
| - '39041' | |
| - '40119' | |
| - '35013' | |
| - '35061' | |
| - '26125' | |
| - '47113' | |
| - '17099' | |
| - '48439' | |
| - '55087' | |
| - '39153' | |
| - '46103' | |
| - '51800' | |
| - '55035' | |
| - '06075' | |
| - 09013 | |
| - '13063' | |
| - '47011' | |
| - '01127' | |
| - '18057' | |
| - '19193' | |
| - '18109' | |
| - '55063' | |
| - '19061' | |
| - '29071' | |
| - '20177' | |
| - '12015' | |
| - '20209' | |
| - '50007' | |
| - '17179' | |
| - '25001' | |
| - '26121' | |
| - '55097' | |
| - '27019' | |
| - '42011' | |
| - '51550' | |
| - '42081' | |
| - '36069' | |
| - '19155' | |
| hospitalizations: | |
| _target_: hospitalizations.load_hosps | |
| data_path: ../data/hospitalizations/medicare.parquet | |
| name: medicare | |
| name: nn_full_medicare_all | |
| num_samples: 100 | |
| training: | |
| accelerator: cpu | |
| batch_size: null | |
| epochs: 100 | |
| gradient_clip_val: 1.0 | |
| jit: true | |
| lr: 0.003 | |
| lr_gamma: 0.1 | |
| lr_step: 30 | |
| max_steps: -1 | |
| num_particles: 3 | |
| num_workers: 0 | |