Notebooks

1. Multi-resolution hash encoding Implementation of the method described here https://nvlabs.github.io/instant-ngp/assets/mueller2022instant.pdf for 2D images.
2. Bundle-Adjusting Radiance Fields Example of how the idea described here https://arxiv.org/abs/2104.06405 can be applied to 2D images. In the example the algorithm is given two different crops of the same image and it recovers the relative transformation between them.
3. Data assimlation with PyTorch example Example of how PyTorch can be used to estimate parameters in a dynamical system when given the model (as a system of ODEs) and a time series of measurements.