Deep Learning with Yacine on MSN

Neural network from scratch in Java

Step-by-step guide to building a neural network entirely from scratch in Java. Perfect for learning the fundamentals of deep ...

Update legacy code step by step with the Mikado method

The lightweight Mikado method opens up a structured way to make significant changes even to complex legacy code.
GitHub

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

We build a 10K math preference datasets for Step-DPO, which can be downloaded from the following link. We use Qwen2, Qwen1.5, Llama-3, and DeepSeekMath models as the pre-trained weights and fine-tune ...
IEEE

Learning-to-control relaxation systems with the step response

Abstract: The problem of learning-to-control relaxation systems from data is considered. It is shown that the equi-librium of the relaxation system's step response defines the solution of a class of ...