semvec/pypi-packages huggingface dataset:
temporal_kan 0.1.3
Temporal KAN model
Requires Python: <4.0,>=3.10

# Temporal KAN: A Kolmogorov-Arnold-Network Variant for Time Series

Tensorflow package that implements different recurrent layers using the KAN architecture.

## Installation:

A [pypi package](https://pypi.org/project/temporal_kan/) is available for installation, .

## Usage:

The package implements the 4 layers described in the paper PUTLINKHERE. To use a layer you can either import the layer directly or use the `TemporalKAN` and give the layer name as a string before other parameters.

Unlike the original KAN paper, the layers accepts any activation and not only splines. You need to pass a list of activations function for your layer, the int and float paramters will automatically get transformed into the corresponding spline, but you can also pass tensorflow activation layer name, or a custom activation function.

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This work is licensed under a
[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].

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