Topic

#Machine Learning

20 articles on Machine Learning — news, releases, guides and analysis from the SourceFeed engine.

Article 1w ago 0

Your Keras Model File Is Executable Code, Not Data

safe_mode keeps getting bypassed because the format was built to run whatever the config names.

Emeka Okafor

LLMs Move Into CAD with Progressive Refinement Pipelines

A new research paper introduces PR-CAD, unifying text-to-CAD generation and editing into a single reinforcement learning agent.

Article · 2mos ago2

Replicating DeepSeek-R1 with the Open R1 Project

Hugging Face's open-source initiative successfully reproduces R1's distillation pipeline, unlocking frontier reasoning models for the developer community.

Article · 2mos ago0

LLMs vs. Classical HPO: Where AI Agents Fall Short — and How a Hybrid Wins

A benchmark study pitting LLM agents against CMA-ES and TPE on hyperparameter tuning finds classical methods still lead — but a hybrid approach called Centaur closes the gap with a surprisingly small model.

Article · 2mos ago0

The Smallest Brain You Can Build: A Perceptron From Scratch in Python

Before transformers, before backprop, before PyTorch—there was a weight, a bias, and a loop. Building a perceptron by hand is still the clearest path to understanding how neural networks actually learn.

Tutorial · 2mos ago0