Alberto Torres Barrán's Avatar

Alberto Torres Barrán

@albertotb.com.bsky.social

Machine Learning at https://komorebi.ai/

50 Followers  |  518 Following  |  16 Posts  |  Joined: 14.11.2024  |  1.8585

Latest posts by albertotb.com on Bluesky

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A step-by-step guide to building a key-value database from scratch: www.nan.fyi/database - love the explainer/interactive animation in this

14.11.2025 16:27 — 👍 10    🔁 5    💬 0    📌 0
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crazy

IG em_clarkson

14.11.2025 02:54 — 👍 10731    🔁 2395    💬 153    📌 220
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I'm actually not sure. I installed it in PowerShell and /doctor command showsthe info in the picture. But I don't know if underneath it uses git bash, because I've just realized that I happened to habe that installed as well.

29.10.2025 15:00 — 👍 0    🔁 0    💬 1    📌 0

Agree, I hate this. Most of the time I cannot find the content I saw earlier because the feed changed completely.

28.10.2025 12:07 — 👍 3    🔁 0    💬 0    📌 0

Why is it that all modern apps with “feeds” like social media apps or even reading apps like Medium, Substack, etc. exhibit the anti pattern of refreshing and losing your spot if you switch away for even a minute?
It’s absolutely infuriating.

28.10.2025 11:54 — 👍 71    🔁 5    💬 5    📌 2

Actually, if you go to alternative installation methods, it can also be installed in PowerShell. At least that is how I did it

27.10.2025 21:28 — 👍 0    🔁 0    💬 1    📌 0
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Qualpal: Qualitative Color Palettes for Everyone Larsson, J., (2025). Qualpal: Qualitative Color Palettes for Everyone. Journal of Open Source Software, 10(114), 8936, https://doi.org/10.21105/joss.08936

💡 Came across this nice tool today:

🎨 qualpal for algorithmically choosing maximally distinct colors under certain restrictions #dataviz

JOSS paper, online tool, R package #rstats

joss.theoj.org/papers/10.21...

17.10.2025 09:12 — 👍 53    🔁 13    💬 1    📌 4

"I have a decent fluency in LLMs, and they have utility, but the absurd degree of over-hype, the way they're being forced on everyone, and the insistence on ignoring the many valid critiques about them make it very difficult to focus on legitimate uses where they might add value."

17.10.2025 04:32 — 👍 1454    🔁 228    💬 29    📌 35

Interesting, since everyone is mentioning this as a big deal I though I did not understand it correctly (great post btw). Maybe I'm thinking too much about Claude Code and this is more useful in Claude web and the such...

16.10.2025 22:20 — 👍 0    🔁 0    💬 1    📌 0
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Claude Code overview - Claude Docs Learn about Claude Code, Anthropic's agentic coding tool that lives in your terminal and helps you turn ideas into code faster than ever before.

What am I missing, isn't this just basically the same as having those tools/scripts in a folder and list them in CLAUDE.md, describing what they can do, with maybe an extra markdown file with instructions? I don't really see the big gains here... Are we really reinventing folders, mds and scripts?

16.10.2025 22:05 — 👍 2    🔁 0    💬 1    📌 0
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Introduction to Multi-Stage Image Build for Python This post introduces the Multi-Stage build approach for setting up a lightweight dockerized Python development environment.

(1/3) Introduction to Multi-Stage Build 🐳👇🏼

The size of the image is a function of its dependencies and the efficiency of the image build. This tutorial focuses on resizing a #Python image using minimal images as our baseline and the multi-stage method.

medium.com/data-science...

#docker #mlops

16.10.2025 13:07 — 👍 3    🔁 2    💬 1    📌 0
A humorous comparison meme split into two halves.

Top half:
The Stack Overflow logo (stacked orange lines in a gray tray) appears on the left, with the text on the right:
“you’re absolutely wrong.”

Bottom half:
The ChatGPT logo (green interlocking hexagonal knot) is on the left, with the text on the right:
“you’re absolutely right.”

A thin black line divides the two sections. The image playfully contrasts Stack Overflow’s often critical tone with ChatGPT’s agreeable responses.

A humorous comparison meme split into two halves. Top half: The Stack Overflow logo (stacked orange lines in a gray tray) appears on the left, with the text on the right: “you’re absolutely wrong.” Bottom half: The ChatGPT logo (green interlocking hexagonal knot) is on the left, with the text on the right: “you’re absolutely right.” A thin black line divides the two sections. The image playfully contrasts Stack Overflow’s often critical tone with ChatGPT’s agreeable responses.

yes

13.10.2025 12:14 — 👍 61    🔁 6    💬 3    📌 0

I've turned this blog post cheatsheet into a downloadable cheatsheet.

You can get the cheatsheet from here: mathspp.com/blog/uv-chea...

10.10.2025 08:34 — 👍 7    🔁 2    💬 0    📌 0
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Homer y la estadística pública | Ramón Ferri (Picanúmeros) Hay que decirlo más: la estadística pública está en el punto de mira y nos afecta más de lo que pensamos.

Regresa @picanumeros.bsky.social para poner los superíndices sobre los sumatorios: contra la brocha gorda estadística y la varianza de barra de bar:

«No se están “cocinando” los datos de forma maquiavélica para mostrar una realidad que no es»

www.sustrato.io/textos/homer...

02.10.2025 08:59 — 👍 4    🔁 6    💬 0    📌 2

For those on LinkedIn who aren't aware. By default all profiles have now 'Data for Generative AI Improvement' turned on.

You can turn it off via: Settings > Data Privacy > Data for Generative AI Improvement > Select the OFF option.

Do not feed the planet-destroying machine!✊

19.09.2025 07:06 — 👍 50    🔁 29    💬 4    📌 0
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By the way, what’s a AA? Instead of fuzzy labels like 'indie' and 'AA', we propose a new data-driven system to classify video games based on their actual production scope. This new framework reveals the real economic and crea...

By the way, what’s a AA?
open.substack.com/pub/hushcras...

14.09.2025 19:26 — 👍 0    🔁 0    💬 0    📌 0
A graph titled Scope of video games according to Hushcrasher Classification System. The Y axis shows Game Size (from 10 MB to 100GB), the X axis shows Credits count (sourced from Mobygames).

The clustered dots on the graph represent 4 distinct scale categories of games - Kei, Midi, AA, AAA. The larger correlation between the size and the credits means larger category of a game.

A graph titled Scope of video games according to Hushcrasher Classification System. The Y axis shows Game Size (from 10 MB to 100GB), the X axis shows Credits count (sourced from Mobygames). The clustered dots on the graph represent 4 distinct scale categories of games - Kei, Midi, AA, AAA. The larger correlation between the size and the credits means larger category of a game.

I love this analytical take on video game categorization from Antoine Mayerowitz and Julie Belzanne:

hushcrasher.substack.com/p/taxonomy-o...

Instead of trying to vibe-intuit the definition of an "indie" game, the authors analyzed the data from the perspective of game size and credits length

14.09.2025 10:50 — 👍 1446    🔁 541    💬 30    📌 64

uv API is so big that I always struggle to remember the commands, this is great!

07.09.2025 08:28 — 👍 1    🔁 0    💬 1    📌 0
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PEP 794 – Import Name Metadata | peps.python.org This PEP proposes extending the core metadata specification for Python packaging to include two new, repeatable fields named Import-Name and Import-Namespace to record the import names that a project ...

PEP 794 (Import Name Metadata) has been accepted!

peps.python.org/pep-0794/
discuss.python.org/t/pep-794-im...

05.09.2025 19:33 — 👍 27    🔁 8    💬 1    📌 0
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How to Effectively Paste Images on Markdown with VSCode Introduction Nowadays I use mostly markdown files when taking notes on a subject, and this...
29.08.2025 08:08 — 👍 1    🔁 1    💬 0    📌 0
Python: The Documentary | An origin story
YouTube video by CultRepo (formerly Honeypot) Python: The Documentary | An origin story

Our Python doc is officially out in the wild! 🐍

Thanks to everyone who joined the premiere 🙌 such a good vibe.

Here’s the link so you can watch it on repeat youtu.be/GfH4QL4VqJ0

29.08.2025 00:00 — 👍 77    🔁 35    💬 5    📌 4
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A research team from Tsinghua University, Stanford University, and the Max Planck Institute for Informatics. has developed the first deterministic algorithm since 1984 that improves on the long-standing O(m + n log n) bound for finding the shortest paths from a single starting point to all

13.08.2025 13:47 — 👍 79    🔁 21    💬 1    📌 4
Introducing the data accessor of the EstimatorReport
YouTube video by probabl Introducing the data accessor of the EstimatorReport

Very cool! skore is criminally underrated

youtu.be/mmcRcIY13GE?...

12.08.2025 11:57 — 👍 0    🔁 0    💬 0    📌 0

Spent some time refining the approach and benchmarking it. Just published a blog post about the core idea.

Can a bunch of LLM Agents be used to rank an arbitrary set of items in a consistent way? 🤖

davidgasquez.com/ranking-with...

08.08.2025 13:38 — 👍 5    🔁 1    💬 0    📌 0
No, AI is not Making Engineers 10x as Productive Curing Your AI 10x Engineer Imposter Syndrome

Great article!

colton.dev/blog/curing-...

06.08.2025 09:23 — 👍 0    🔁 0    💬 0    📌 0
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AI is a Floor Raiser, not a Ceiling Raiser - Elroy An AI assistant that remembers and sets goals

Good article. Instead of trying to build products promising to replace humans with "superintelligence", consider the *actual* shape of language models and their capabilities. We have a great floor-raiser here that can be applied to bridge capability gaps.

elroy.bot/blog/2025/07...

04.08.2025 02:16 — 👍 27    🔁 9    💬 0    📌 0
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A more interesting upside of AI Does AI provide anything to look forward to, if “super-intelligence” sounds boring?

This post tries to explain why I find language models exciting. But it doesn't try to persuade skeptics that they should agree. It's aimed more at people already working with AI, and its goal is to sharpen our collective sense of what the upside potential might be. #MLSky 🤖 🧪

02.07.2025 14:48 — 👍 147    🔁 45    💬 23    📌 15
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P1: I don’t use RAG, I just retrieve documents – Hamel’s Blog Ben Clavié’s introduction to advanced retrieval techniques

This is a nice and clear "overview of the state of RAG"

hamel.dev/notes/llm/ra...

(via @arnicas.bsky.social's wonderful newsletter)

03.07.2025 06:17 — 👍 58    🔁 13    💬 1    📌 0
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ICYMI githistory.xyz is a great way to navigate #git commits and visualise how a file has been changing across commits

Just replace github.com with github.githistory.xyz in the URL and enjoy! #rstats

19.06.2025 17:34 — 👍 64    🔁 19    💬 4    📌 3

I think the first screenshot is about League of Legends and not cryptos, although it does not change much

07.06.2025 21:37 — 👍 3    🔁 0    💬 0    📌 0

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