natural-gradient

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cor3bit / somax

Stochastic Second-Order Methods in JAX

machine-learning gauss-newton-method quasi-newton stochastic-optimization jax second-order-optimization hessian-free natural-gradient

Updated Sep 23, 2024
Python

jorgemunozl / psiformer_torch

Star

Implementation of the paper "A Self-attention Ansatz for Ab-initio Quantum Chemistry" on torch.

training quantum-mechanics torch transformer computational-physics mlp attention-mechanism wandb natural-gradient wave-equation-solver kfca computational-quantum-mechanics

Updated Dec 9, 2025
TeX

Fisher Flow: A unified information-geometric framework for sequential inference revealing how modern optimizers (Adam, Natural Gradient, K-FAC, EWC) emerge as special cases of Fisher information propagation

machine-learning deep-learning optimization bayesian-inference uncertainty-quantification online-learning fisher-information information-geometry natural-gradient sequential-inference

Updated Oct 6, 2025
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