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Pietro Novelli's Projects

dpnets icon dpnets

Complementary code for the paper "Learning invariant representations of time-homogeneous stochastic dynamical systems", ICLR 2024

e3nn icon e3nn

A modular framework for neural networks with Euclidean symmetry

fairchem icon fairchem

FAIR Chemistry's library of machine learning methods for chemistry

mace icon mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

ml_confs icon ml_confs

A utility to handle configurations files for ML training pipelines.

mlcvs icon mlcvs

Machine learning collective variables for enhanced sampling

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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