Distance-informed Neural Processes

This repository contains the official implementation of Distance-informed Neural Processes (DNP) in NeurIPS 2025.

Installation

git clone https://github.com/your-username/DNP.git
cd DNP/
pip install -r requirements.txt

Train a DNP model on toy 1D regression by running python toy_regression.py.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
README.md		README.md
dataset.py		dataset.py
dnp_model.py		dnp_model.py
dnp_utils.py		dnp_utils.py
helpers.py		helpers.py
kernel.py		kernel.py
requirements.txt		requirements.txt
toy_regression.py		toy_regression.py
utils.py		utils.py