Pinned Repositories
hgp
Implementation of the HGP model from "Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes"
magnusross.github.io
npcgp
Implementation of the NP-CGP model from "Nonparametric Gaussian Process Covariances via Multidimensional Convolutions"
nvkm
Python + Jax implementation of the nonparametric Volterra kernels model
pytorch-lagrangian-nn
Implementation of Lagrangian Neural Networks in PyTorch
magnusross's Repositories
magnusross/pytorch-lagrangian-nn
Implementation of Lagrangian Neural Networks in PyTorch
magnusross/nvkm
Python + Jax implementation of the nonparametric Volterra kernels model
magnusross/hgp
Implementation of the HGP model from "Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes"
magnusross/npcgp
Implementation of the NP-CGP model from "Nonparametric Gaussian Process Covariances via Multidimensional Convolutions"
magnusross/magnusross.github.io
magnusross/Adv-Comp
4th year advanced computational physics coursework
magnusross/advent-of-code-2021
Advent of code 2021 in Julia
magnusross/data_mapping
magnusross/Deep-LFM
Deep Latent Force Models
magnusross/deepsensor
DeepSensor is a generic framework for tackling diverse environmental prediction tasks with NPs.
magnusross/deepsensor_gallery
A gallery of DeepSensor notebook demonstrators
magnusross/digilocal-guide
magnusross/dysts
More than a hundred strange attractors
magnusross/get-station-data
Easily grab weather station data from around the globe (e.g. GHCN)
magnusross/gpcm
Implementation of the GPCM and variations
magnusross/HamiltonianGPs
Site for HGP
magnusross/lab
A generic interface for linear algebra backends
magnusross/labs
Repository for labs
magnusross/MLAI
Machine Learning And Adaptive Intelligence Module
magnusross/polymarket-strats
magnusross/pypbo
Probability of Backtest Overfitting in Python
magnusross/SparseGaussianProcesses.jl
A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.
magnusross/Supervised_Playlister
magnusross/VolterraGP.jl