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Deep Learning for Actuaries

This repository hosts the lecture materials for my "AI & Deep Learning for Actuaries" courses (coded ACTL3143 & ACTL5111) at UNSW. Go to the main website to view the generated website and slides.

To render these slides yourself, you'll need Quarto and Python (e.g. the Anaconda installation, or similar).

Firstly, create a Python environment with all the packages from scripts/requirements.in installed. E.g. with conda you can run:

conda create -n ai python=3.11
conda activate ai
pip install -r scripts/requirements.in

Also, in the command-line cd to the main directory and run:

quarto install extension andrie/reveal-auto-agenda

This is to automatically generate the `agenda' slides inside the reveal.js slides (cf. that extension's docs).

To generate the entire website and slides for the whole project, just run

quarto render

or more targeted versions for specific lectures, like

quarto render Lecture-1-Artificial-Intelligence/artificial-intelligence.qmd

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deeplearningforactuaries's Issues

Missing 'ai' and 'ai2023' jupyter kernel

Hello,
Thank you for this great work and your videos on youtube. I'm very interested on how you are able to have in the same place all the contents to generate reveal slides, pdf, using python animation ...
I discovered Quarto two months ago and I began to use it for my reveal slides (I'm familiar with latex, python, ...).

I tried to use this repo to learn how you were able to do this. I think I resolved all of the problem with libraries (I don't use Anaconda).
At this time I'm stuck on the problem of jupyter kernel. In configuration files, you define jupyter kernel as 'ai' and 'ai2023'. I don't know what are these: is-it special kernels you defined ? Are they available ?

Thanks for your answer.

Yves

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