Welcome to TorchDyno#
TorchDyno is a PyTorch-based library for the implementation of dynamical systems. It provides a simple and flexible way to build and train non-standard recurrent models, such as Reservoir Computing models. TorchDyno is designed to be easy to use, efficient, and flexible. It is built on top of PyTorch, which makes it easy to integrate with other PyTorch-based libraries.
Installation#
First, you need to have PyTorch installed. You can find the installation instructions on the [PyTorch website](https://pytorch.org/). You must install both torch and torchvision. To install TorchDyno, you can use pip:
pip install torchdyno
To install the latest version from the source code, you can clone the repository and install it using poetry as follows:
git clone https://github.com/vdecaro/torchdyno
cd torchdyno
make setup
Credits#
We thank eclypse-org and Jacopo Massa for the structure and the template of the documentation!