eulogik/nanoforecast-patchtst-baselines

PatchTST baselines (channel-independent, standard protocol)

Trained on a free Colab T4 with the exact hyperparameters of the PatchTST paper (d_model=512, e_layers=3, patch_len=16, stride 8, dropout 0.3, lr 1e-4, patience 3, lookback 512, horizon 48). Channel-independent: each channel is a separate sample.

Contains {ds}.pt + {ds}.json for ETTh1, ETTh2, ETTm1, exchange_rate, electricity, traffic, plus standard_benchmark.json (MASE/MAE/MSE/sMAPE under the protocol in benchmark_standard.py of the NanoForecast repo).