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Regression toward the meaning
A blog by Horace Guy
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An interactive introduction to probabilistic programming
1 min
machine learning
programming
probabilistic
bayesian
inference
Jan 6, 2025
An introduction to bayesian inference
14 min
probability
bayes
inference
statistics
I first learned about bayesian statistics in a job posting for an internship. At the time, I was about 20 years old and had never heard of it. The concept was so alien to me…
Apr 24, 2024
Crafting compilers
3 min
programming languages
compiler
assembly
functional
OCaml
programming
TL; DR: My own code is on github.
Oct 23, 2022
The responsive markdown resume
5 min
HTML
programming
CSS
javascript
resume
CV
web
I decided to do my resume since I haven’t done it in a while. My old one was based on the latex template
moderncv
. But this time, I wanted to have one
for the web
that looks…
Feb 24, 2022
Concurrency in Python with FastAPI
10 min
python
programming
concurrency
parallelism
I’ve struggled for a long time with concurrency and parallelism. Let’s dive in with the hot-cool-new ASGI framework, FastAPI. It is a concurrent framework, which means
asyncio
…
Sep 10, 2021
Bayesian epidemiology
4 min
machine learning
probability
bayes
epidemiology
kaggle
probabilistic programming
In March 2020, lockdown measures were implemented all over the world due to the spread of Covid-19. I was at home, a bit bored and I was looking for something to do.
Sep 9, 2021
Things I’m excited about
4 min
web
front-end
back-end
future
scientific computing
machine learning
programming
As a data scientist by day, and tinkerer by night, I am often browsing Hacker News and the like in order to be up-to-date with the latest cool technologies.
Sep 8, 2021
Setting up your own blog
3 min
blog
CDN
static
serverless
meta
I’ve been wanting to publish online for some time. I was very young during the Wordpress wave, so I was never really drawn into it.
Sep 7, 2021
Mathematics of bookmaking
18 min
math
probability
betting
bookmaking
Have you ever placed a bet ? Wondered what the odds actually mean ?
Sep 6, 2021
The need for speed
4 min
machine learning
dataviz
speed
deployment
latency
Lately, I have been interested in the foundations of machine learning (ML) in a pedagogical perspective. A first step to grasp the power of ML is gradient descent. So, I was…
Sep 3, 2021
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