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adv-comp

4th year advanced computational physics coursework

advent-of-code-2021

Advent of code 2021 in Julia

data_mapping

deep-lfm

Deep Latent Force Models

deepsensor

DeepSensor is a generic framework for tackling diverse environmental prediction tasks with NPs.

deepsensor_gallery

A gallery of DeepSensor notebook demonstrators

digilocal-guide

dysts

More than a hundred strange attractors

get-station-data

Easily grab weather station data from around the globe (e.g. GHCN)

gpcm

Implementation of the GPCM and variations

hamiltoniangps

Site for HGP

hgp

Implementation of the HGP model from "Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes"

lab

A generic interface for linear algebra backends

labs

Repository for labs

magnusross.github.io

mlai

Machine Learning And Adaptive Intelligence Module

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

pypbo

Probability of Backtest Overfitting in Python

pytorch-lagrangian-nn

Implementation of Lagrangian Neural Networks in PyTorch

sparsegaussianprocesses.jl

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

supervised_playlister

volterragp.jl