SebastianCallh
Likes to think about the Bayesian brain hypothesis and how to build and deploy data driven systems.
Stockholm
Pinned Repositories
blog-spectral-mixture-kernel
Companion repository to blog post investigating spectral mixture kernels.
deep-markov-model
Implementation of a deep markov model in Pyro
elixir-linear-algebra
Module for working with linear algebra in Elixir.
haskell-naughts-and-crosses
Implementation of the classical game Naughts & Crosses (Tic-tac-toe) to learn Haskell better.
IterGP.jl
Julia implementation of computation-aware Gaussian Processes
julia-jupyter-docker-image
A basic Docker setup for running Julia on a Jupyter server,
kartoffel-tsea29
neural-ode-weather-forecast
How to train a neural ODE for time series/weather forecasting
prob-ml-notebooks
Series of Pluto notebooks on machine learning from a Bayesian perspective
pytorch-lightning-sacred-toxic-comments
SebastianCallh's Repositories
SebastianCallh/neural-ode-weather-forecast
How to train a neural ODE for time series/weather forecasting
SebastianCallh/IterGP.jl
Julia implementation of computation-aware Gaussian Processes
SebastianCallh/blog-spectral-mixture-kernel
Companion repository to blog post investigating spectral mixture kernels.
SebastianCallh/prob-ml-notebooks
Series of Pluto notebooks on machine learning from a Bayesian perspective
SebastianCallh/deep-markov-model
Implementation of a deep markov model in Pyro
SebastianCallh/master-thesis
Gaussian Processes for modeling motion patterns and making arrival time predictions
SebastianCallh/STSlib.jl
SebastianCallh/turing-sts
Structural time series in Turing
SebastianCallh/TuringTutorials
Educational material and tutorials for the Turing language
SebastianCallh/.doom.d
I declare .emacs.d bankrunpcy!
SebastianCallh/.emacs.d
The config used by me for the editor we all know and love
SebastianCallh/advent-of-code
My solutions to advent of code problems
SebastianCallh/AWS.jl
Julia interface to AWS
SebastianCallh/bayesian-beer-tasting
SebastianCallh/BlockDiagonalMatrices.jl
Block diagonal matrices in Julia
SebastianCallh/ConjugatePriors.jl
A Julia package to support conjugate prior distributions.
SebastianCallh/DiffEqFlux.jl
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers
SebastianCallh/dvc-intro-presentation
Presentation on DVC, what problem it solves, and why it might be useful to you
SebastianCallh/GaussianProcesses.jl
A Julia package for Gaussian Processes
SebastianCallh/InferenceObjects.jl
Storage for results of Bayesian inference
SebastianCallh/julia-package-trends
A Bayesian analysis of download trends in the Julia package ecosystem
SebastianCallh/lux-deep-kernels
Deep kernel learning with Lux
SebastianCallh/nimbo-pytorch-setup
Example repo for demo purposes on how to work with nimbo and pytorch
SebastianCallh/nix
SebastianCallh/pytorch-whirlwind-tour
A quick tour of PyTorch from taking gradients, to model training to deployment.
SebastianCallh/split-apply-combine-is-more-flexible-than-you-think
Companion repo to the blogpost with the same name.
SebastianCallh/Stheno.jl
Probabilistic Programming with Gaussian processes in Julia
SebastianCallh/turing-air-passengers
Implements a Propher-like model in Turing and uses it to forecast air passenger counts.
SebastianCallh/vaes
Implementation of VAEs with discrete latent structure
SebastianCallh/wine-ordinal-regression
Bayesian ordinal regression for predicting wine quality