DENIA: Data-Efficient Next-experiment Intelligent Agent
=======================================================

DENIA is an open-source agentic framework for AI-guided experimentation. It
places a decision engine at the heart of any experimental campaign:
intelligent agents understand your data as it is, uncertainty-aware models
learn the landscape of what you have already measured, and active learning
recommends the experiments most worth running next - with the loop tightening
after every new result. The goal is to make AI-driven experimental
optimization, until now the preserve of large industrial R&D platforms,
available to every laboratory.

.. toctree::
   :maxdepth: 2

   api

Installation
------------

.. code-block:: bash

   pip install denia
   pip install "denia[agents]"   # LLM-agentic ingestion and reporting