Since many recent KAN papers use a keras based codebase as their starting point, there is a lack of purely pytorch KAN mdoels. This hopes to solve that, while I learn how these models work.
Work in progress, don't expect any of them to work yet.
- KAN
- Efficient KAN
- Fast KAN
- Faster KAN
- Gottlieb KAN
- TKAN TKAN: Temporal Kolmogorov-Arnold Networks
- TKAT
- SigKAT SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
- BSRBF KAN BSRBF-KAN: A combination of B-splines and Radial Basic Functions in Kolmogorov-Arnold Networks
- Jacobi KAN
- Cheby KAN