Projects | Open Source Science

Projects

Updated 9 months ago

neural-processes • Science 54%

Pytorch implementation of Neural Processes for functions and images :fireworks:

deep-learning neural-processes pytorch

Updated 9 months ago

https://github.com/acerbilab/amortized-conditioning-engine • Science 36%

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)

bayesian-optimization meta-learning neural-processes probabilistic-machine-learning simulation-based-inference

Updated 9 months ago

https://github.com/acerbilab/relational-neural-processes • Science 23%

Practical Equivariances via Relational Conditional Neural Processes (Huang et al., NeurIPS 2023)

equivariance machine-learning meta-learning neural-processes