Static Covariate Encoders

静态协变量编码器 Static Covariate Encoders
ls-type:: annotation
hl-page:: 8
hl-color:: yellow
#card

• 将静态特征集成到网络中，通过对上下文向量进行编码以调节时间动态。 integrate static features into the network, through encoding of context vectors to condition temporal dynamics.
  ls-type:: annotation
  hl-page:: 6
  hl-color:: yellow

使用单独的 GRN 编码器生成四个不同的上下文向量 separate GRN encoders
ls-type:: annotation
hl-page:: 8
hl-color:: yellow
#card

• temporal variable selection (cs)
  ls-type:: annotation
  hl-page:: 9
  hl-color:: yellow
  [[Variable Selection Networks]]

• local processing of temporal features (cc, ch)
  ls-type:: annotation
  hl-page:: 9
  hl-color:: yellow
  给 ((64301fb9-b177-436f-a199-5bba7709483c)) 做初始化状态

• enriching of temporal features with static information (ce)
  ls-type:: annotation
  hl-page:: 9
  hl-color:: yellow
  给 ((64301e1f-6da6-4af4-ac64-ec89e3c99ea4))