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Ziming Liu 2024-05-04 17:52:19 -04:00 committed by GitHub
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README.md

@ -11,7 +11,7 @@ Kolmogorov-Arnold Networks (KANs) are promising alternatives of Multi-Layer Perc
## Accuracy
**KANs have faster scaling than MLPs. KANs have better accuracy than MLPs with fewer parameters.**
Please set torch.set_default_dtype(torch.float64) if you want high precision.
Please set `torch.set_default_dtype(torch.float64)` if you want high precision.
**Example 1: fitting symbolic formulas**
<img width="1824" alt="Screenshot 2024-04-30 at 10 55 30" src="https://github.com/KindXiaoming/pykan/assets/23551623/e1fc3dcc-c1f6-49d5-b58e-79ff7b98a49b">