Michael Poli

awesome-neural-ode. A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

savanna. Pretraining infrastructure for multi-hybrid AI model architectures

gde. Neural Graph Differential Equations (Neural GDEs)

vortex. Inference and numerics for multi-hybrid AI model architectures

wattnet-fx-trading. WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series

PortHamiltonianNN. Port-Hamiltonian Approach to Neural Network Training

torchSODE. PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization

awesome-latent-control. A collection of resources regarding the interplay between control, causality, latent structure and self-supervision.

vibnet. End-to-end neural network for time series classification

PAC-Adasampling. An implementation of the algorithm proposed in 'A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent', Ben London 2018

silab_dda. ---