First Steps
continuiti aims to implement recent advances of operator learning. It provides cutting-edge deep learning approaches to learn mappings of (continuous) functions.
Operator learning is motivated by the fact that many problems in science and engineering are formulated in terms of functions. While conventional neural networks learn between vector-spaces, neural operators learn mappings between infinite-dimensional function spaces.
In the following, we will kindly introduce you step-by-step to the concepts of operator learning. We start with installing continuiti and then move on to the basics of operator learning with simple examples.
Installing continuiti¶
Install the latest version of continuiti using pip:
continuiti requires Python>=3.9 and is built on top of PyTorch.
Created: 2024-08-20