activation: gelu
tok_emb: raw
attn: full
c_out: 1
cols:
- CNO_logpctchange
- PFG_logpctchange
- LNC_logpctchange
- MET_logpctchange
- PRU_logpctchange
- BHF_logpctchange
- EQH_logpctchange
data_path: material_Life_Insurance_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: 7
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: EQH_logpctchange
max_epochs: 1000