https://github.com/alan-turing-institute/gaussianprocessestutorial
An introduction to Gaussian processes with Julia
https://github.com/alan-turing-institute/gaussianprocessestutorial
gaussian-processes hut23 julia
Last synced: about 2 months ago
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An introduction to Gaussian processes with Julia
- Host: GitHub
- URL: https://github.com/alan-turing-institute/gaussianprocessestutorial
- Owner: alan-turing-institute
- Created: 2019-06-25T10:22:27.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-06-25T10:48:27.000Z (about 7 years ago)
- Last Synced: 2025-01-12T22:42:23.028Z (over 1 year ago)
- Topics: gaussian-processes, hut23, julia
- Language: Jupyter Notebook
- Homepage:
- Size: 976 KB
- Stars: 1
- Watchers: 4
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# Gaussian processes with Julia
**authors**: Oliver (ostrickson@turing.ac.uk) & Mohamed Ali (mal-badri@turing.ac.uk)
An introduction to Gaussian processes and Julia -- we explore Gaussian
processes by implementing them in Julia.
The requirements are
- Julia (https://julialang.org/downloads/). It has been tested with Julia v1.1.
- IJulia (the Julia Jupyter kernel, https://github.com/JuliaLang/IJulia.jl). To install it, run
```
$ julia
julia> Pkg.add("IJulia")
julia> quit()
```
Launch the notebook
```
$ jupyter notebook gp.ipynb
```
The notebook will try to install a few additional Julia packages itself.
## Troubleshooting
If you get an error such as
```
IOError: [Errno 13] Permission denied: u'/Users/user/.jupyter/migrated'
============================================[ ERROR: IJulia ]=============================================
LoadError: failed process: Process(`/Users/user/.julia/v0.6/Conda/deps/usr/bin/jupyter-kernelspec install --replace --user /var/folders/zx/j_gjm0ld081b_mcqmg3gp9l1zp59y6/T/julia-0.6`, ProcessExited(1)) [1]
```
verify who owns the directory `~/.jupyter` with `ls -la ~/.jupyter`. If `root` owns it, change ownership with
```
sudo chown user: ~/.jupyter/
```
replacing `user` with your username. IJulia will already be installed, so you'll need to remove IJulia and start over, or install Jupyter separately with instructions [here](https://jupyter.org/install).