data:
  path_table: ./data/sick_train.csv
  numerical_columns:
  - age
  - TSH
  - T3
  - TT4
  - T4U
  - FTI
  categorical_columns:
  - Class
  - sex
  - on_thyroxine
  - query_on_thyroxine
  - on_antithyroid_medication
  - sick
  - pregnant
  - thyroid_surgery
  - I131_treatment
  - query_hypothyroid
  - query_hyperthyroid
  - lithium
  - goitre
  - tumor
  - hypopituitary
  - psych
  - TSH_measured
  - T3_measured
  - TT4_measured
  - T4U_measured
  - FTI_measured
  - referral_source
  columns_to_drop:
  - TBG
  - TBG_measured
  dropna: true
  fillna: false
  target_column: Class
  split_feature_target: true
  task: classification
model:
  dim: 256
  n_res_blocks: 3
diffusion:
  schedule: quad
  n_timesteps: 1000
  target: two_way
trainer:
  train_num_steps: 500000
  log_every: 100
  save_every: 10000
  save_num_samples: 64
  max_grad_norm: null
  gradient_accumulate_every: 1
  ema_decay: 0.995
  ema_update_every: 10
  lr: 0.0001
  opt_type: adam
  opt_params: null
  batch_size: 256
  dataloader_workers: 16
  classifier_free_guidance: true
  zero_token_probability: 0.1
fine_tune_from: null
comment: sick_CFG