| activation: gelu | |
| tok_emb: raw | |
| attn: full | |
| c_out: 1 | |
| cols: | |
| - EWBC_logpctchange | |
| - SNV_logpctchange | |
| - FITB_logpctchange | |
| - TFC_logpctchange | |
| - FNB_logpctchange | |
| - MTB_logpctchange | |
| - FULT_logpctchange | |
| - ZION_logpctchange | |
| - KEY_logpctchange | |
| - CFG_logpctchange | |
| - HBAN_logpctchange | |
| data_path: material_Banks_Diversified_1h.csv | |
| date_end: '2025-10-29' | |
| date_start: '2020-10-29' | |
| # date_test: '2025-06-29' | |
| des: full_1h | |
| distil: false | |
| dont_shuffle_train: false | |
| dropout: 0.1 | |
| dropout_emb: 0.0 | |
| t_embed: time2vec_app | |
| enc_in: 11 | |
| factor: 5 | |
| features: MS | |
| freq: h | |
| inverse_pred: true | |
| loss: stock_tanhv1 | |
| final_mode: mode3 | |
| label_len: 0 | |
| learning_rate: 1.0e-04 | |
| batch_size: 256 | |
| d_ff: 1024 | |
| d_model: 512 | |
| n_heads: 512 | |
| seq_len: 100 | |
| e_layers: 6 | |
| emb_t2v_app_dim: 128 | |
| ln_mode: pre | |
| lradj: null | |
| mix: false | |
| model: stockformer | |
| no_early_stop: false | |
| no_scale_mean: true | |
| optim: AdamW | |
| output_attention: false | |
| patience: 100 | |
| pred_len: 1 | |
| root_path: ./data/stock/ | |
| scale: true | |
| seed: 4 | |
| target: HBAN_logpctchange | |
| max_epochs: 1000 | |