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feat: finished autoencoder and classifier by LTD

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Derisis13
2024-10-06 22:59:01 +02:00
parent aea4816827
commit 75f262460b
5 changed files with 945 additions and 818 deletions
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preprocessed/lunar/data/catalog.csv Normal file
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filename,time_abs(%Y-%m-%dT%H:%M:%S.%f),time_rel(sec),evid,mq_type
xa.s12.00.mhz.1970-01-19HR00_evid00002,1970-01-19T20:25:00.000000,73500.0,evid00002,impact_mq
xa.s12.00.mhz.1970-03-25HR00_evid00003,1970-03-25T03:32:00.000000,12720.0,evid00003,impact_mq
xa.s12.00.mhz.1970-03-26HR00_evid00004,1970-03-26T20:17:00.000000,73020.0,evid00004,impact_mq
xa.s12.00.mhz.1970-04-25HR00_evid00006,1970-04-25T01:14:00.000000,4440.0,evid00006,impact_mq
xa.s12.00.mhz.1970-04-26HR00_evid00007,1970-04-26T14:29:00.000000,52140.0,evid00007,deep_mq
xa.s12.00.mhz.1970-06-15HR00_evid00008,1970-06-15T19:00:00.000000,68400.0,evid00008,impact_mq
xa.s12.00.mhz.1970-06-26HR00_evid00009,1970-06-26T20:01:00.000000,72060.0,evid00009,impact_mq
xa.s12.00.mhz.1970-07-20HR00_evid00010,1970-07-20T05:06:00.000000,18360.0,evid00010,impact_mq
xa.s12.00.mhz.1970-07-20HR00_evid00011,1970-07-20T11:44:00.000000,42240.0,evid00011,deep_mq
xa.s12.00.mhz.1970-09-26HR00_evid00013,1970-09-26T19:57:00.000000,71820.0,evid00013,impact_mq
xa.s12.00.mhz.1970-10-24HR00_evid00014,1970-10-24T11:31:00.000000,41460.0,evid00014,impact_mq
xa.s12.00.mhz.1970-11-12HR00_evid00015,1970-11-12T12:50:00.000000,46200.0,evid00015,impact_mq
xa.s12.00.mhz.1970-12-11HR00_evid00017,1970-12-11T07:22:00.000000,26520.0,evid00017,impact_mq
xa.s12.00.mhz.1970-12-27HR00_evid00019,1970-12-27T20:34:00.000000,74040.0,evid00019,deep_mq
xa.s12.00.mhz.1970-12-31HR00_evid00021,1970-12-31T15:41:00.000000,56460.0,evid00021,deep_mq
xa.s12.00.mhz.1971-01-15HR00_evid00022,1971-01-15T12:40:00.000000,45600.0,evid00022,impact_mq
xa.s12.00.mhz.1971-01-28HR00_evid00023,1971-01-28T14:59:00.000000,53940.0,evid00023,deep_mq
xa.s12.00.mhz.1971-01-29HR00_evid00024,1971-01-29T18:21:00.000000,66060.0,evid00024,impact_mq
xa.s12.00.mhz.1971-02-09HR00_evid00026,1971-02-09T03:42:00.000000,13320.0,evid00026,impact_mq
xa.s12.00.mhz.1971-03-25HR00_evid00028,1971-03-25T15:18:00.000000,55080.0,evid00028,impact_mq
xa.s12.00.mhz.1971-04-13HR00_evid00029,1971-04-13T12:55:00.000000,46500.0,evid00029,impact_mq
xa.s12.00.mhz.1971-04-17HR00_evid00030,1971-04-17T07:04:00.000000,25440.0,evid00030,shallow_mq
xa.s12.00.mhz.1971-05-12HR00_evid00031,1971-05-12T08:05:00.000000,29100.0,evid00031,impact_mq
xa.s12.00.mhz.1971-05-12HR00_evid00032,1971-05-12T09:45:00.000000,35100.0,evid00032,impact_mq
xa.s12.00.mhz.1971-05-13HR00_evid00033,1971-05-13T03:00:00.000000,10800.0,evid00033,impact_mq
xa.s12.00.mhz.1971-05-23HR00_evid00034,1971-05-23T22:20:00.000000,80400.0,evid00034,impact_mq
xa.s12.00.mhz.1971-06-12HR00_evid00035,1971-06-12T10:51:00.000000,39060.0,evid00035,impact_mq
xa.s12.00.mhz.1971-09-25HR00_evid00042,1971-09-25T08:57:00.000000,32220.0,evid00042,impact_mq
xa.s12.00.mhz.1971-10-18HR00_evid00043,1971-10-18T03:19:00.000000,11940.0,evid00043,impact_mq
xa.s12.00.mhz.1971-10-20HR00_evid00044,1971-10-20T18:08:00.000000,65280.0,evid00044,impact_mq
xa.s12.00.mhz.1971-10-31HR00_evid00045,1971-10-31T05:30:00.000000,19800.0,evid00045,impact_mq
xa.s12.00.mhz.1971-11-14HR00_evid00046,1971-11-14T04:17:00.000000,15420.0,evid00046,impact_mq
xa.s12.00.mhz.1972-01-04HR00_evid00049,1972-01-04T06:35:00.000000,23700.0,evid00049,impact_mq
xa.s12.00.mhz.1972-03-12HR00_evid00052,1972-03-12T18:00:00.000000,64800.0,evid00052,impact_mq
xa.s12.00.mhz.1972-05-11HR00_evid00055,1972-05-11T13:35:00.000000,48900.0,evid00055,impact_mq
xa.s12.00.mhz.1972-06-16HR00_evid00060,1972-06-16T16:11:00.000000,58260.0,evid00060,impact_mq
xa.s12.00.mhz.1972-07-17HR00_evid00067,1972-07-17T07:50:00.000000,28200.0,evid00067,impact_mq
xa.s12.00.mhz.1972-07-17HR00_evid00068,1972-07-17T21:56:00.000000,78960.0,evid00068,impact_mq
xa.s12.00.mhz.1972-07-28HR00_evid00070,1972-07-28T02:23:00.000000,8580.0,evid00070,impact_mq
xa.s12.00.mhz.1972-07-31HR00_evid00071,1972-07-31T18:08:00.000000,65280.0,evid00071,impact_mq
xa.s12.00.mhz.1972-12-02HR00_evid00083,1972-12-02T07:58:00.000000,28680.0,evid00083,impact_mq
xa.s12.00.mhz.1972-12-03HR00_evid00084,1972-12-03T02:38:00.000000,9480.0,evid00084,impact_mq
xa.s12.00.mhz.1973-01-18HR00_evid00088,1973-01-18T23:01:00.000000,82860.0,evid00088,impact_mq
xa.s12.00.mhz.1973-01-31HR00_evid00091,1973-01-31T00:44:00.000000,2640.0,evid00091,impact_mq
xa.s12.00.mhz.1973-03-01HR00_evid00093,1973-03-01T07:15:00.000000,26100.0,evid00093,deep_mq
xa.s12.00.mhz.1973-03-13HR00_evid00094,1973-03-13T08:01:00.000000,28860.0,evid00094,shallow_mq
xa.s12.00.mhz.1973-03-24HR00_evid00097,1973-03-24T19:23:00.000000,69780.0,evid00097,impact_mq
xa.s12.00.mhz.1973-05-14HR00_evid00104,1973-05-14T00:44:00.000000,2640.0,evid00104,impact_mq
xa.s12.00.mhz.1973-06-05HR00_evid00107,1973-06-05T02:38:00.000000,9480.0,evid00107,impact_mq
xa.s12.00.mhz.1973-06-05HR00_evid00108,1973-06-05T11:10:00.000000,40200.0,evid00108,deep_mq
xa.s12.00.mhz.1973-06-18HR00_evid00109,1973-06-18T01:42:00.000000,6120.0,evid00109,impact_mq
xa.s12.00.mhz.1973-06-27HR00_evid00112,1973-06-27T18:36:00.000000,66960.0,evid00112,impact_mq
xa.s12.00.mhz.1973-07-03HR00_evid00113,1973-07-03T18:15:00.000000,65700.0,evid00113,impact_mq
xa.s12.00.mhz.1973-07-04HR00_evid00114,1973-07-04T02:46:00.000000,9960.0,evid00114,impact_mq
xa.s12.00.mhz.1973-07-20HR00_evid00117,1973-07-20T19:02:00.000000,68520.0,evid00117,deep_mq
xa.s12.00.mhz.1973-07-28HR00_evid00120,1973-07-28T00:52:00.000000,3120.0,evid00120,impact_mq
xa.s12.00.mhz.1973-07-29HR00_evid00121,1973-07-29T23:31:00.000000,84660.0,evid00121,impact_mq
xa.s12.00.mhz.1973-08-21HR00_evid00127,1973-08-21T12:17:00.000000,44220.0,evid00127,impact_mq
xa.s12.00.mhz.1974-01-10HR00_evid00136,1974-01-10T23:21:00.000000,84060.0,evid00136,impact_mq
xa.s12.00.mhz.1974-02-07HR00_evid00137,1974-02-07T06:21:00.000000,22860.0,evid00137,impact_mq
xa.s12.00.mhz.1974-02-12HR00_evid00138,1974-02-12T22:30:00.000000,81000.0,evid00138,impact_mq
xa.s12.00.mhz.1974-03-25HR00_evid00140,1974-03-25T16:58:00.000000,61080.0,evid00140,impact_mq
xa.s12.00.mhz.1974-04-08HR00_evid00141,1974-04-08T08:40:00.000000,31200.0,evid00141,impact_mq
xa.s12.00.mhz.1974-04-19HR00_evid00142,1974-04-19T18:34:00.000000,66840.0,evid00142,impact_mq
xa.s12.00.mhz.1974-04-26HR00_evid00144,1974-04-26T09:18:00.000000,33480.0,evid00144,deep_mq
xa.s12.00.mhz.1974-04-27HR00_evid00145,1974-04-27T14:18:00.000000,51480.0,evid00145,impact_mq
xa.s12.00.mhz.1974-06-25HR00_evid00149,1974-06-25T00:23:00.000000,1380.0,evid00149,impact_mq
xa.s12.00.mhz.1974-07-06HR00_evid00150,1974-07-06T02:57:00.000000,10620.0,evid00150,impact_mq
xa.s12.00.mhz.1974-07-06HR00_evid00151,1974-07-06T14:14:00.000000,51240.0,evid00151,impact_mq
xa.s12.00.mhz.1974-07-11HR00_evid00152,1974-07-11T00:52:00.000000,3120.0,evid00152,shallow_mq
xa.s12.00.mhz.1974-07-17HR00_evid00153,1974-07-17T12:05:00.000000,43500.0,evid00153,impact_mq
xa.s12.00.mhz.1974-10-14HR00_evid00156,1974-10-14T17:43:00.000000,63780.0,evid00156,impact_mq
xa.s12.00.mhz.1975-04-12HR00_evid00191,1975-04-12T18:15:00.000000,65700.0,evid00191,impact_mq
xa.s12.00.mhz.1975-05-04HR00_evid00192,1975-05-04T10:05:00.000000,36300.0,evid00192,impact_mq
xa.s12.00.mhz.1975-06-24HR00_evid00196,1975-06-24T16:03:00.000000,57780.0,evid00196,impact_mq
xa.s12.00.mhz.1975-06-26HR00_evid00198,1975-06-26T03:24:00.000000,12240.0,evid00198,impact_mq
1 filename time_abs(%Y-%m-%dT%H:%M:%S.%f) time_rel(sec) evid mq_type
2 xa.s12.00.mhz.1970-01-19HR00_evid00002 1970-01-19T20:25:00.000000 73500.0 evid00002 impact_mq
3 xa.s12.00.mhz.1970-03-25HR00_evid00003 1970-03-25T03:32:00.000000 12720.0 evid00003 impact_mq
4 xa.s12.00.mhz.1970-03-26HR00_evid00004 1970-03-26T20:17:00.000000 73020.0 evid00004 impact_mq
5 xa.s12.00.mhz.1970-04-25HR00_evid00006 1970-04-25T01:14:00.000000 4440.0 evid00006 impact_mq
6 xa.s12.00.mhz.1970-04-26HR00_evid00007 1970-04-26T14:29:00.000000 52140.0 evid00007 deep_mq
7 xa.s12.00.mhz.1970-06-15HR00_evid00008 1970-06-15T19:00:00.000000 68400.0 evid00008 impact_mq
8 xa.s12.00.mhz.1970-06-26HR00_evid00009 1970-06-26T20:01:00.000000 72060.0 evid00009 impact_mq
9 xa.s12.00.mhz.1970-07-20HR00_evid00010 1970-07-20T05:06:00.000000 18360.0 evid00010 impact_mq
10 xa.s12.00.mhz.1970-07-20HR00_evid00011 1970-07-20T11:44:00.000000 42240.0 evid00011 deep_mq
11 xa.s12.00.mhz.1970-09-26HR00_evid00013 1970-09-26T19:57:00.000000 71820.0 evid00013 impact_mq
12 xa.s12.00.mhz.1970-10-24HR00_evid00014 1970-10-24T11:31:00.000000 41460.0 evid00014 impact_mq
13 xa.s12.00.mhz.1970-11-12HR00_evid00015 1970-11-12T12:50:00.000000 46200.0 evid00015 impact_mq
14 xa.s12.00.mhz.1970-12-11HR00_evid00017 1970-12-11T07:22:00.000000 26520.0 evid00017 impact_mq
15 xa.s12.00.mhz.1970-12-27HR00_evid00019 1970-12-27T20:34:00.000000 74040.0 evid00019 deep_mq
16 xa.s12.00.mhz.1970-12-31HR00_evid00021 1970-12-31T15:41:00.000000 56460.0 evid00021 deep_mq
17 xa.s12.00.mhz.1971-01-15HR00_evid00022 1971-01-15T12:40:00.000000 45600.0 evid00022 impact_mq
18 xa.s12.00.mhz.1971-01-28HR00_evid00023 1971-01-28T14:59:00.000000 53940.0 evid00023 deep_mq
19 xa.s12.00.mhz.1971-01-29HR00_evid00024 1971-01-29T18:21:00.000000 66060.0 evid00024 impact_mq
20 xa.s12.00.mhz.1971-02-09HR00_evid00026 1971-02-09T03:42:00.000000 13320.0 evid00026 impact_mq
21 xa.s12.00.mhz.1971-03-25HR00_evid00028 1971-03-25T15:18:00.000000 55080.0 evid00028 impact_mq
22 xa.s12.00.mhz.1971-04-13HR00_evid00029 1971-04-13T12:55:00.000000 46500.0 evid00029 impact_mq
23 xa.s12.00.mhz.1971-04-17HR00_evid00030 1971-04-17T07:04:00.000000 25440.0 evid00030 shallow_mq
24 xa.s12.00.mhz.1971-05-12HR00_evid00031 1971-05-12T08:05:00.000000 29100.0 evid00031 impact_mq
25 xa.s12.00.mhz.1971-05-12HR00_evid00032 1971-05-12T09:45:00.000000 35100.0 evid00032 impact_mq
26 xa.s12.00.mhz.1971-05-13HR00_evid00033 1971-05-13T03:00:00.000000 10800.0 evid00033 impact_mq
27 xa.s12.00.mhz.1971-05-23HR00_evid00034 1971-05-23T22:20:00.000000 80400.0 evid00034 impact_mq
28 xa.s12.00.mhz.1971-06-12HR00_evid00035 1971-06-12T10:51:00.000000 39060.0 evid00035 impact_mq
29 xa.s12.00.mhz.1971-09-25HR00_evid00042 1971-09-25T08:57:00.000000 32220.0 evid00042 impact_mq
30 xa.s12.00.mhz.1971-10-18HR00_evid00043 1971-10-18T03:19:00.000000 11940.0 evid00043 impact_mq
31 xa.s12.00.mhz.1971-10-20HR00_evid00044 1971-10-20T18:08:00.000000 65280.0 evid00044 impact_mq
32 xa.s12.00.mhz.1971-10-31HR00_evid00045 1971-10-31T05:30:00.000000 19800.0 evid00045 impact_mq
33 xa.s12.00.mhz.1971-11-14HR00_evid00046 1971-11-14T04:17:00.000000 15420.0 evid00046 impact_mq
34 xa.s12.00.mhz.1972-01-04HR00_evid00049 1972-01-04T06:35:00.000000 23700.0 evid00049 impact_mq
35 xa.s12.00.mhz.1972-03-12HR00_evid00052 1972-03-12T18:00:00.000000 64800.0 evid00052 impact_mq
36 xa.s12.00.mhz.1972-05-11HR00_evid00055 1972-05-11T13:35:00.000000 48900.0 evid00055 impact_mq
37 xa.s12.00.mhz.1972-06-16HR00_evid00060 1972-06-16T16:11:00.000000 58260.0 evid00060 impact_mq
38 xa.s12.00.mhz.1972-07-17HR00_evid00067 1972-07-17T07:50:00.000000 28200.0 evid00067 impact_mq
39 xa.s12.00.mhz.1972-07-17HR00_evid00068 1972-07-17T21:56:00.000000 78960.0 evid00068 impact_mq
40 xa.s12.00.mhz.1972-07-28HR00_evid00070 1972-07-28T02:23:00.000000 8580.0 evid00070 impact_mq
41 xa.s12.00.mhz.1972-07-31HR00_evid00071 1972-07-31T18:08:00.000000 65280.0 evid00071 impact_mq
42 xa.s12.00.mhz.1972-12-02HR00_evid00083 1972-12-02T07:58:00.000000 28680.0 evid00083 impact_mq
43 xa.s12.00.mhz.1972-12-03HR00_evid00084 1972-12-03T02:38:00.000000 9480.0 evid00084 impact_mq
44 xa.s12.00.mhz.1973-01-18HR00_evid00088 1973-01-18T23:01:00.000000 82860.0 evid00088 impact_mq
45 xa.s12.00.mhz.1973-01-31HR00_evid00091 1973-01-31T00:44:00.000000 2640.0 evid00091 impact_mq
46 xa.s12.00.mhz.1973-03-01HR00_evid00093 1973-03-01T07:15:00.000000 26100.0 evid00093 deep_mq
47 xa.s12.00.mhz.1973-03-13HR00_evid00094 1973-03-13T08:01:00.000000 28860.0 evid00094 shallow_mq
48 xa.s12.00.mhz.1973-03-24HR00_evid00097 1973-03-24T19:23:00.000000 69780.0 evid00097 impact_mq
49 xa.s12.00.mhz.1973-05-14HR00_evid00104 1973-05-14T00:44:00.000000 2640.0 evid00104 impact_mq
50 xa.s12.00.mhz.1973-06-05HR00_evid00107 1973-06-05T02:38:00.000000 9480.0 evid00107 impact_mq
51 xa.s12.00.mhz.1973-06-05HR00_evid00108 1973-06-05T11:10:00.000000 40200.0 evid00108 deep_mq
52 xa.s12.00.mhz.1973-06-18HR00_evid00109 1973-06-18T01:42:00.000000 6120.0 evid00109 impact_mq
53 xa.s12.00.mhz.1973-06-27HR00_evid00112 1973-06-27T18:36:00.000000 66960.0 evid00112 impact_mq
54 xa.s12.00.mhz.1973-07-03HR00_evid00113 1973-07-03T18:15:00.000000 65700.0 evid00113 impact_mq
55 xa.s12.00.mhz.1973-07-04HR00_evid00114 1973-07-04T02:46:00.000000 9960.0 evid00114 impact_mq
56 xa.s12.00.mhz.1973-07-20HR00_evid00117 1973-07-20T19:02:00.000000 68520.0 evid00117 deep_mq
57 xa.s12.00.mhz.1973-07-28HR00_evid00120 1973-07-28T00:52:00.000000 3120.0 evid00120 impact_mq
58 xa.s12.00.mhz.1973-07-29HR00_evid00121 1973-07-29T23:31:00.000000 84660.0 evid00121 impact_mq
59 xa.s12.00.mhz.1973-08-21HR00_evid00127 1973-08-21T12:17:00.000000 44220.0 evid00127 impact_mq
60 xa.s12.00.mhz.1974-01-10HR00_evid00136 1974-01-10T23:21:00.000000 84060.0 evid00136 impact_mq
61 xa.s12.00.mhz.1974-02-07HR00_evid00137 1974-02-07T06:21:00.000000 22860.0 evid00137 impact_mq
62 xa.s12.00.mhz.1974-02-12HR00_evid00138 1974-02-12T22:30:00.000000 81000.0 evid00138 impact_mq
63 xa.s12.00.mhz.1974-03-25HR00_evid00140 1974-03-25T16:58:00.000000 61080.0 evid00140 impact_mq
64 xa.s12.00.mhz.1974-04-08HR00_evid00141 1974-04-08T08:40:00.000000 31200.0 evid00141 impact_mq
65 xa.s12.00.mhz.1974-04-19HR00_evid00142 1974-04-19T18:34:00.000000 66840.0 evid00142 impact_mq
66 xa.s12.00.mhz.1974-04-26HR00_evid00144 1974-04-26T09:18:00.000000 33480.0 evid00144 deep_mq
67 xa.s12.00.mhz.1974-04-27HR00_evid00145 1974-04-27T14:18:00.000000 51480.0 evid00145 impact_mq
68 xa.s12.00.mhz.1974-06-25HR00_evid00149 1974-06-25T00:23:00.000000 1380.0 evid00149 impact_mq
69 xa.s12.00.mhz.1974-07-06HR00_evid00150 1974-07-06T02:57:00.000000 10620.0 evid00150 impact_mq
70 xa.s12.00.mhz.1974-07-06HR00_evid00151 1974-07-06T14:14:00.000000 51240.0 evid00151 impact_mq
71 xa.s12.00.mhz.1974-07-11HR00_evid00152 1974-07-11T00:52:00.000000 3120.0 evid00152 shallow_mq
72 xa.s12.00.mhz.1974-07-17HR00_evid00153 1974-07-17T12:05:00.000000 43500.0 evid00153 impact_mq
73 xa.s12.00.mhz.1974-10-14HR00_evid00156 1974-10-14T17:43:00.000000 63780.0 evid00156 impact_mq
74 xa.s12.00.mhz.1975-04-12HR00_evid00191 1975-04-12T18:15:00.000000 65700.0 evid00191 impact_mq
75 xa.s12.00.mhz.1975-05-04HR00_evid00192 1975-05-04T10:05:00.000000 36300.0 evid00192 impact_mq
76 xa.s12.00.mhz.1975-06-24HR00_evid00196 1975-06-24T16:03:00.000000 57780.0 evid00196 impact_mq
77 xa.s12.00.mhz.1975-06-26HR00_evid00198 1975-06-26T03:24:00.000000 12240.0 evid00198 impact_mq