skeleton_pool_train.yaml

expression_space: ./expression_space.yaml
holdout_pools:
- '{{ROOT}}/data/ansr-data/v7.20/skeleton_pool_val/'
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
sample_strategy:
  n_operator_distribution: length_proportional
  min_operators: 0
  max_operators: 10
  power: 1
  max_length: 21
  max_tries: 1
  independent_dimensions: true
allow_nan: false
simplify: true
literal_prior: uniform
literal_prior_kwargs:
  low: -5
  high: 5
support_prior: uniform_intervals
support_prior_kwargs:
  low: -10
  high: 10
n_support_prior: uniform
n_support_prior_kwargs:
  low: 16
  high: 512
  min_value: 16
  max_value: 512