quant_test / config /factor_registry.yaml
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defaults:
# market: csi300
market: all
label_expr: Ref($close, -2)/Ref($close, -1) - 1
factors:
momentum_5d:
expression: Ref($close, -5)/Ref($close, -1) - 1
description: 5日价格动量
tags:
- momentum
- price
enabled: true
momentum_20d:
expression: Ref($close, -20)/Ref($close, -1) - 1
description: 20日价格动量
tags:
- momentum
- price
enabled: true
vol_ratio_20:
expression: $volume/Mean($volume, 20)
description: 成交量相对20日均值
tags:
- volume
enabled: true
range_ret:
expression: ($high-$low)/Ref($close, 1)
description: 振幅相对昨收
tags:
- volatility
enabled: true
open_ret:
expression: ($close-$open)/$open
description: 日内开盘到收盘收益
tags:
- intraday
enabled: true
close_ret:
expression: $close/Ref($close, 1)-1
description: 日收益率
tags:
- momentum
enabled: true
price_vol_divergence:
expression: (Rank($close, 20))-(Rank($volume, 20))
description: 价量滚动排名差(20 bar,价量背离代理)
tags:
- operator
- custom
- operator_built
enabled: true
source: operator_builder
operator_tree:
op: sub
args:
- op: rank
args:
- field: $close
- const: 20
- op: rank
args:
- field: $volume
- const: 20
norm_momentum_10:
expression: (($close)-(Ref($close, -10)))/(Std($close, 10))
description: 10日归一化动量
tags:
- operator
- momentum
- operator_built
enabled: true
source: operator_builder
operator_tree:
op: div
args:
- op: sub
args:
- field: $close
- op: ref
args:
- field: $close
- const: 10
- op: std
args:
- field: $close
- const: 10
vol_shock:
expression: ($volume)/(Mean($volume, 20))
description: 成交量冲击(当日量/20日均量)
tags:
- operator
- volume
- operator_built
enabled: true
source: operator_builder
operator_tree:
op: div
args:
- field: $volume
- op: mean
args:
- field: $volume
- const: 20
high_low_spread:
expression: (($high)-($low))/(Ref($close, -1))
description: 振幅相对昨收
tags:
- operator
- volatility
- operator_built
enabled: true
source: operator_builder
operator_tree:
op: div
args:
- op: sub
args:
- field: $high
- field: $low
- op: ref
args:
- field: $close
- const: 1