etth1

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WJLGraph / informer-

Informer2020 无阉割分步复现：官方 Jupyter 版拆解为 .py 工程，ProbSparse Attention + 生成式解码，ETTh1 滑窗预测（seq96 / label48 / pred24），「6 轮早停 vs 30 轮不早停」对照实验定量验证早停价值（测试 R² 0.77 vs 0.45），踩坑与调参笔记全程留痕。

python machine-learning deep-learning time-series pytorch transformer forecasting reproducibility informer time-series-forecasting long-sequence etth1 probsparse-attention

Updated Jan 22, 2026
Python

guangming-zhou / transformer-forecasting

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Transformer-based multi-step time-series forecasting on ETTh1 - baselines, official LSTF 96->96 protocol, 5-seed statistics, tests and CI.

deep-learning time-series pytorch transformer time-series-forecasting etth1

Updated Sep 24, 2026
Python

UsmarHaider / tinycast

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Do you need a transformer to forecast? Five tiny models (none over 80k params) vs published transformer results on the ETTh1 long-horizon benchmark — with an in-browser demo.

benchmark deep-learning pytorch lstm tcn time-series-forecasting fastapi dlinear in-browser-ml etth1

Updated Aug 5, 2026
Python

memoriserstradivarius739 / tinycast

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Launch apps, search files, and run commands instantly with a native macOS hotkey launcher that stays under 100 MB RAM.

audio swift machine-learning embedded time-series bibtex animation launcher particles forecasting appkit quantization fastapi desktop-overlay in-browser-ml gift-eval reduced-motion etth1 tinycast-extension

Updated Oct 13, 2026

Busra1101 / gru-oil-temperature-forecasting

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GRU ile ETTh1 veri seti üzerinde transformatör yağ sıcaklığı tahmini

python machine-learning deep-learning time-series pytorch gru forecasting etth1

Updated Jul 9, 2026
Python

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