mauriciogtec
commited on
Commit
•
7849763
1
Parent(s):
b599506
v0: add test model
Browse files
nn_full_medicare_all/config.yaml
ADDED
@@ -0,0 +1,762 @@
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1 |
+
arch:
|
2 |
+
hidden_dim: 32
|
3 |
+
num_hidden_layers: 1
|
4 |
+
constraints:
|
5 |
+
baseline:
|
6 |
+
alert_lag1: negative
|
7 |
+
alerts_2wks: negative
|
8 |
+
excess_heat_3d: positive
|
9 |
+
excess_heat_7d: positive
|
10 |
+
heat_qi_above_25: positive
|
11 |
+
heat_qi_above_75: positive
|
12 |
+
hi_max_above_25: positive
|
13 |
+
hi_max_above_75: positive
|
14 |
+
effectiveness:
|
15 |
+
alert_lag1: negative
|
16 |
+
alerts_2wks: negative
|
17 |
+
excess_heat_3d: positive
|
18 |
+
excess_heat_7d: positive
|
19 |
+
heat_qi_above_25: positive
|
20 |
+
heat_qi_above_75: positive
|
21 |
+
hi_max_above_25: positive
|
22 |
+
hi_max_above_75: positive
|
23 |
+
data_dir: ../data
|
24 |
+
fips_list:
|
25 |
+
- 01049
|
26 |
+
- 01089
|
27 |
+
- '04021'
|
28 |
+
- '05145'
|
29 |
+
- '06025'
|
30 |
+
- 06079
|
31 |
+
- 06089
|
32 |
+
- 06099
|
33 |
+
- 08001
|
34 |
+
- 08005
|
35 |
+
- 08031
|
36 |
+
- '10001'
|
37 |
+
- '12083'
|
38 |
+
- '12095'
|
39 |
+
- '12103'
|
40 |
+
- '12113'
|
41 |
+
- '12119'
|
42 |
+
- '13215'
|
43 |
+
- '17115'
|
44 |
+
- '19163'
|
45 |
+
- '21029'
|
46 |
+
- '22015'
|
47 |
+
- '22033'
|
48 |
+
- '24009'
|
49 |
+
- '24013'
|
50 |
+
- '25015'
|
51 |
+
- '26099'
|
52 |
+
- '27163'
|
53 |
+
- '29095'
|
54 |
+
- '29189'
|
55 |
+
- '33015'
|
56 |
+
- '34009'
|
57 |
+
- '34025'
|
58 |
+
- '34033'
|
59 |
+
- '34035'
|
60 |
+
- '34041'
|
61 |
+
- '36013'
|
62 |
+
- '36059'
|
63 |
+
- '36063'
|
64 |
+
- '36065'
|
65 |
+
- '36071'
|
66 |
+
- '36075'
|
67 |
+
- '37101'
|
68 |
+
- '37127'
|
69 |
+
- '39061'
|
70 |
+
- '39133'
|
71 |
+
- '40027'
|
72 |
+
- '42027'
|
73 |
+
- '42033'
|
74 |
+
- '42043'
|
75 |
+
- '42049'
|
76 |
+
- '42075'
|
77 |
+
- '42129'
|
78 |
+
- '44005'
|
79 |
+
- '45015'
|
80 |
+
- '45035'
|
81 |
+
- '45041'
|
82 |
+
- '45051'
|
83 |
+
- '45091'
|
84 |
+
- '47149'
|
85 |
+
- '47165'
|
86 |
+
- '47189'
|
87 |
+
- '48041'
|
88 |
+
- '48139'
|
89 |
+
- '48347'
|
90 |
+
- '48409'
|
91 |
+
- '48469'
|
92 |
+
- '51069'
|
93 |
+
- '53007'
|
94 |
+
- '53011'
|
95 |
+
- '53021'
|
96 |
+
- '53033'
|
97 |
+
- '54003'
|
98 |
+
- '01051'
|
99 |
+
- '01055'
|
100 |
+
- 01095
|
101 |
+
- '01101'
|
102 |
+
- '01117'
|
103 |
+
- '04013'
|
104 |
+
- '04027'
|
105 |
+
- '05045'
|
106 |
+
- 05085
|
107 |
+
- '06037'
|
108 |
+
- '06041'
|
109 |
+
- '06065'
|
110 |
+
- '06071'
|
111 |
+
- 06081
|
112 |
+
- 06087
|
113 |
+
- '06101'
|
114 |
+
- '06113'
|
115 |
+
- '18053'
|
116 |
+
- '20161'
|
117 |
+
- '21093'
|
118 |
+
- '22051'
|
119 |
+
- '22057'
|
120 |
+
- '22109'
|
121 |
+
- 09001
|
122 |
+
- 09009
|
123 |
+
- 09011
|
124 |
+
- '10003'
|
125 |
+
- '10005'
|
126 |
+
- '12017'
|
127 |
+
- '12023'
|
128 |
+
- '12069'
|
129 |
+
- '12071'
|
130 |
+
- '12089'
|
131 |
+
- '13051'
|
132 |
+
- '13113'
|
133 |
+
- '13127'
|
134 |
+
- '13153'
|
135 |
+
- '13245'
|
136 |
+
- '17043'
|
137 |
+
- '17199'
|
138 |
+
- '29183'
|
139 |
+
- '30029'
|
140 |
+
- '33017'
|
141 |
+
- '34001'
|
142 |
+
- '34007'
|
143 |
+
- '34013'
|
144 |
+
- '34027'
|
145 |
+
- '34029'
|
146 |
+
- '36009'
|
147 |
+
- '36029'
|
148 |
+
- '36105'
|
149 |
+
- '37001'
|
150 |
+
- '37023'
|
151 |
+
- '37027'
|
152 |
+
- '37049'
|
153 |
+
- '37125'
|
154 |
+
- '37133'
|
155 |
+
- '37155'
|
156 |
+
- '24003'
|
157 |
+
- '24005'
|
158 |
+
- '24017'
|
159 |
+
- '24021'
|
160 |
+
- '24025'
|
161 |
+
- '24031'
|
162 |
+
- '25005'
|
163 |
+
- '25017'
|
164 |
+
- '25021'
|
165 |
+
- '25027'
|
166 |
+
- '27053'
|
167 |
+
- '27139'
|
168 |
+
- '28033'
|
169 |
+
- '28089'
|
170 |
+
- '28121'
|
171 |
+
- '29037'
|
172 |
+
- '29099'
|
173 |
+
- '47141'
|
174 |
+
- '47157'
|
175 |
+
- '47163'
|
176 |
+
- '47187'
|
177 |
+
- '48029'
|
178 |
+
- '48037'
|
179 |
+
- '48039'
|
180 |
+
- '48187'
|
181 |
+
- '48213'
|
182 |
+
- '48215'
|
183 |
+
- '48245'
|
184 |
+
- '48453'
|
185 |
+
- '51019'
|
186 |
+
- '51085'
|
187 |
+
- '51095'
|
188 |
+
- '51107'
|
189 |
+
- '51179'
|
190 |
+
- '38035'
|
191 |
+
- '39095'
|
192 |
+
- '39119'
|
193 |
+
- '40101'
|
194 |
+
- '42005'
|
195 |
+
- '42029'
|
196 |
+
- '42041'
|
197 |
+
- '42051'
|
198 |
+
- '42055'
|
199 |
+
- '42071'
|
200 |
+
- '42091'
|
201 |
+
- '42095'
|
202 |
+
- '42101'
|
203 |
+
- '42111'
|
204 |
+
- '42133'
|
205 |
+
- '44009'
|
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- '12091'
|
689 |
+
- '19103'
|
690 |
+
- '22097'
|
691 |
+
- '18063'
|
692 |
+
- '18127'
|
693 |
+
- '55101'
|
694 |
+
- '12109'
|
695 |
+
- '13045'
|
696 |
+
- '17091'
|
697 |
+
- '18097'
|
698 |
+
- '17201'
|
699 |
+
- '36089'
|
700 |
+
- '27123'
|
701 |
+
- '28081'
|
702 |
+
- '29510'
|
703 |
+
- '40109'
|
704 |
+
- '41029'
|
705 |
+
- '36079'
|
706 |
+
- '26055'
|
707 |
+
- '39041'
|
708 |
+
- '40119'
|
709 |
+
- '35013'
|
710 |
+
- '35061'
|
711 |
+
- '26125'
|
712 |
+
- '47113'
|
713 |
+
- '17099'
|
714 |
+
- '48439'
|
715 |
+
- '55087'
|
716 |
+
- '39153'
|
717 |
+
- '46103'
|
718 |
+
- '51800'
|
719 |
+
- '55035'
|
720 |
+
- '06075'
|
721 |
+
- 09013
|
722 |
+
- '13063'
|
723 |
+
- '47011'
|
724 |
+
- '01127'
|
725 |
+
- '18057'
|
726 |
+
- '19193'
|
727 |
+
- '18109'
|
728 |
+
- '55063'
|
729 |
+
- '19061'
|
730 |
+
- '29071'
|
731 |
+
- '20177'
|
732 |
+
- '12015'
|
733 |
+
- '20209'
|
734 |
+
- '50007'
|
735 |
+
- '17179'
|
736 |
+
- '25001'
|
737 |
+
- '26121'
|
738 |
+
- '55097'
|
739 |
+
- '27019'
|
740 |
+
- '42011'
|
741 |
+
- '51550'
|
742 |
+
- '42081'
|
743 |
+
- '36069'
|
744 |
+
- '19155'
|
745 |
+
hospitalizations:
|
746 |
+
_target_: hospitalizations.load_hosps
|
747 |
+
data_path: ../data/hospitalizations/medicare.parquet
|
748 |
+
name: medicare
|
749 |
+
name: nn_full_medicare_all
|
750 |
+
num_samples: 100
|
751 |
+
training:
|
752 |
+
accelerator: cpu
|
753 |
+
batch_size: null
|
754 |
+
epochs: 100
|
755 |
+
gradient_clip_val: 1.0
|
756 |
+
jit: true
|
757 |
+
lr: 0.003
|
758 |
+
lr_gamma: 0.1
|
759 |
+
lr_step: 30
|
760 |
+
max_steps: -1
|
761 |
+
num_particles: 3
|
762 |
+
num_workers: 0
|
nn_full_medicare_all/posterior_samples.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:443e8b876e0b29bd680f66eb38cc3106feb0d00f762c70a1aca2dd8b1fd24318
|
3 |
+
size 16133432
|