This package tries to provide some of the functionality described in the phenomenal HiPPO Paper by Gu et al. This online-function approximation technique is the basis for their Mamba architecture.
I write this package in my free time and for my PhD Research - therefore the quality and frequency of updates will be sparse. If you want to contribute feel free to make a PR.
- implement all measures & variants of HiPPO
- LegS
- fully implemented, including novel
$\gamma$ (halftime) parameter
- fully implemented, including novel
- LagT
- fully implemented, including working
$\beta$ (momentum) parameter
- fully implemented, including working
- LegT
- fully implemented, including working
$\theta$ (windowing) parameter
- fully implemented, including working
- Fourier
- LegS
- Implement Kernelization (S4 & S4D) !help needed
- Remove dependence on ControlSystems.jl for applications
- we now support discretization via the
stepfunction directly
- we now support discretization via the