Diogo Ribeiro

Data Science & Research Lead writing practical notes on statistics, machine learning, forecasting, and data engineering. The useful posts here should add analysis, examples, code, experiments, or field judgment rather than paraphrase search results.

pinnlab is a Python package for physics-informed neural network experiments, aimed at workflows where neural approximators, differential equations, boundary conditions and reproducible examples need to live together.

Install

pip install pinnlab

Package Metadata

  • Current release: 0.6.1
  • Requires Python: >=3.10
  • License: MIT

Where It Fits

Use this package as part of the scientific machine learning stack, especially for experiments that need explicit modelling assumptions rather than a purely black-box neural network.