zbr17 / satellite-od

Code for Satellite Attitude Prediction

• Version 1: 2022/4/8

1627577388568: Timestamp('2021-07-29 16:49:48.568000') 1627548600000

TODO

• Data process code (cls)
• Training code (cls)
• Data process code (pred)
• Training code (pred)
• Add transformer (pred)

Result

20220606:

分类 Y：0.9874054789543152 sample: 0.9995706240336101 out_12W: 0.9994268831999406 out_25W: 0.9998832370923914 gf: 0.9999893658927509

回归（lstm） Y：0.7838753962862319 sample: 0.9999876898877761 out_12W: 0.997205797132555 out_25W: 0.9861617874313187 gf: 0.9950738488099514

回归（transformer） Y：0.7669140625 sample: 0.9999876898877761 out_12W: 0.997563959478022 out_25W: 0.9969361692994505 gf: 0.9985261927459838