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https://github.com/joerihermans/compass-seminar
A tutorial on Amortised Approximate Ratio Estimation for the COMPASS Seminar Series at the University of Bristol.
https://github.com/joerihermans/compass-seminar
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A tutorial on Amortised Approximate Ratio Estimation for the COMPASS Seminar Series at the University of Bristol.
- Host: GitHub
- URL: https://github.com/joerihermans/compass-seminar
- Owner: JoeriHermans
- License: bsd-3-clause
- Created: 2020-11-13T12:10:01.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2020-12-03T12:25:48.000Z (about 4 years ago)
- Last Synced: 2024-10-28T21:49:00.926Z (about 2 months ago)
- Language: Jupyter Notebook
- Size: 23.5 MB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
A tutorial on Amortised Approximate Ratio Estimation (AALR) for the COMPASS Seminar Series at the University of Bristol.
## Table of contents
- [Requirements](#requirements)
- [Slides](#slides)
- [Setup](#setup)
- [Notebooks](#notebooks)
## Requirements
> **Required**. The project assumes you have a working Anaconda installation.
Anaconda can be installed by executing the following commands in your terminal.
Please note the commands below are intended for a Linux installation.
For other operating systems please check the Anaconda [website](https://www.anaconda.com/products/individual).
```console
you@localhost:~ $ wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
you@localhost:~ $ sh Miniconda3-latest-Linux-x86_64.sh
```
After your Anaconda installation has been installed, we can create a `compass-tutorial` environment with the required packages:
```console
you@localhost:~ $ conda create -n compass-tutorial python=3.8
you@localhost:~ $ conda activate compass-tutorial
you@localhost:~ $ pip install -r requirements.txt
```
## Slides
The slides can be viewed by starting an HTTP server to serve the slides at [localhost:8000](http://localhost:8000).
```console
you@localhost:~ $ python -m http.server --directory slides 8000
```
Alternatively, you can also view the slides [online](https://joerihermans.com/talks/talk-compass-tutorial).
#### Credits
Template adapted from [Gilles Louppe](https://github.com/glouppe/talk-template).
## Notebooks
The following tutorial notebooks are available:
| Name | Short description |
| --- | --- |
| [tutorial.ipynb](tutorial/tutorial.ipynb) | Introduction notebook |