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Machine Learning

Articles and publications tagged Machine Learning across the Atmosphere.

20articles8publications
Kemal Yaylali
Kemal YaylaliSep 12, 2026
rarelens: building a rare-disease variant triage platform, and the four things I got wrong
An end-to-end rare-disease variant triage platform: a Nextflow pipeline, three execution backends behind one API call, Terraform for two cloud tracks, and a phenotype-driven ranking measured against 10,178 published cases. Including the model metric that collapsed to exactly random once I removed the feature doing all the work.
AIBioinformatics
Kemal's
Kemal'sAug 24, 2026
Beyond the 2D Bounding Box: Why Bioimage Deep Learning Is a Completely Different Beast and How BiaPy Tames It
[latexpage]https://github.com/lynchaos/biapy-hubhttps://lynchaos-biapy-hub-app-hlcmfj.streamlit.app/ If you have spent your machine learning career optimizing ResNets or YOLO on ImageNet and COCO, here is an inconvenient truth: standard computer vision has spoiled you. In standard computer vision, a batch is usually an RGB triplet $(B, 3, H, W)$ where $H, W \le 1024$. The pixels are isotropic, the spatial coordinates...
AIComputational Biology
Kemal's
Kemal'sAug 16, 2026
I turned a Raspberry Pi into a tiny weather intelligence powerhouse
A Raspberry Pi Zero 2 W paired with a Sense HAT V2 runs a fully self-contained, edge-native machine learning weather station with no cloud, GPU, or heavy ML frameworks. The system uses pure NumPy implementations of Recursive Least Squares, Kalman filtering, conformal prediction, and drift detection, staying under 150 MB RAM. The station continuously updates...
AIData Science
Greaby
GreabyAug 2, 2026
Neuro-evolution – Apprentissage supervisé dans Godot Engine
Dans mes précédents articles, je vous avais expliqué comment entrainer un réseau de neurones à partir d'un jeu de données. Il est aussi possible d'entrainer un modèle sans données au préalable. Pour cela, on peut utiliser des techniques telles que la neuro-évolution.
GDScriptGodot Engine
Kemal's
Kemal'sJul 20, 2026
What rebuilding five aging papers from scratch actually proves
A reproducible, cloud-scale reanalysis of five peer-reviewed studies on cellular aging, reprogramming, and rejuvenation, and an honest account of what survived contact with a shared pipeline.
Data ScienceMachine Learning
Kemal's
Kemal'sJul 18, 2026
A Tonne of Duck in One Run: What Parima and Vow Actually Proved
The headlines led with a 22,000-litre tank and a 99% cost drop. Here is a bioreactor engineer's read on what Parima and Vow actually proved, why the media breakthrough matters more than the vessel, and the quiet shift that turned cultivated meat into a fermentation problem.
AIalternative protein
Kemal's
Kemal'sJun 9, 2026
Remove Background Noise from Video Without Re-encoding: An Audio-Only Approach with DeepFilterNet3
A Python CLI tool that strips background noise from any video file using ML denoisers — while copying the video stream byte-for-byte. A 6 GB 4K file processes in minutes instead of hours.
AIMachine Learning
Google Open Source blog
Google Open Source blogApr 6, 2026
Kubernetes goes AI-First: Unpacking the new AI conformance program
As AI workloads move from experimental notebooks into massive production environments, the industry is rallying around a new standard to ensure...
AICNCF
Henrique Dias
Henrique DiasMar 14, 2026
Using Claude Code To Improve Eagle
In general, I haven't been very outspoken about LLMs in this blog, or in general. For no specific reason other than not using them that much. I'm now revisiting the topic, as I've implemented a few features with the help of Claude Code in Eagle, the little program behind my website.
artificial intelligencemachine learning
Strangelove-AI
Strangelove-AIJan 14, 2026
Understanding LLM Specialization: RAG vs. Fine-Tuning
Exploring the differences between Retrieval-Augmented Generation (RAG) and fine-tuning for specializing Large Language Models (LLMs).
LLMRAG
Henrique Dias
Henrique DiasMay 29, 2025
Revisiting LLMs for Code Development
Last September, I decided to finally give my shot at LLMs for code development. At that point, I had barely used any of the most known LLMs for a serious reason. It's not nine months later, and a lot has changed. With all of the news about Claude 4 and considering I have a work ChatGPT subscription, I decided to give LLMs another try.
artificial intelligencemachine learning
Henrique Dias
Henrique DiasDec 20, 2024
Accent Guesser
A friend of mine just sent the link to this AI-powered accent guesser from Bold Voice. After trying it out for a few times, it guessed me as either Romanian or Bulgarian, but always with a low confidence. However, a few friends of mine from certain countries got more than 95% confidence on their country, even when trying to fake an accent from somewhere else.
artificial intelligencemachine learning
Henrique Dias
Henrique DiasSep 25, 2024
Trying ChatGPT for Code
Yesterday I used ChatGPT for the first time. Well, that's not true. Let's rephrase: yesterday I used ChatGPT for the first time to actually help me complete a task. A boring tedious task. It did help me complete the task, but I'm still not very convinced on whether it was faster than doing it manually.
artificial intelligencemachine learning
Devtools FM
Devtools FMOct 1, 2023
Eric Elliott - SudoLang
Eric Elliott introduces SudoLang, a pseudo-code programming language that runs on AI models like GPT-4 for natural coding.
technologyprogramming
Devtools FM
Devtools FMAug 13, 2023
Erik Bernhardsson - Modal
Erik Bernhardsson explains how Modal is revolutionizing serverless computing for data teams with seamless GPU access and flexible container primitives.
serverlesscloud
Nessiness
NessinessMar 1, 2023
Adding Captions to Video with AI
Using OpenAI Whisper and ffmpeg to add captions to your videos.
AIMachine Learning
lesser daemon
lesser daemonMay 15, 2019
Discriminating Mirror
The final code lives here.
Raspberry PiMachine Learning
lesser daemon
lesser daemonMay 9, 2019
A Brief Guide To Finding Missing Data
A mission for me recently has been finding more interesting datasets for machine learning and AI than the ones that are widely available…
Machine Learning#medium
lesser daemon
lesser daemonApr 29, 2019
Critical Object Final Proposal
Topic: Data transparency
Machine Learning#medium
lesser daemon
lesser daemonFeb 27, 2019
Digital Oracle
You can find the final product with some simple instructions to spin it up on my github.
Machine LearningNodejs

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