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1. ResOSc ResOSc Public

   The ResOSc (Resonant Oscillator Simulator for Coupled Systems) package sets up a system of n coupled oscillators, solves for the normal modes, introduces damped forced oscillations, visualizes the …

   Python

2. SPE-AC-VAE-3 SPE-AC-VAE-3 Public

   Analytic continuation of noisy imaginary-time Green's functions G(τ) to spectral functions A(ω). A transformer-encoder VAE decodes a simple pole expansion with causality, sum rules and asymmetry bu…

   Python

3. PhaseLearner PhaseLearner Public

   PhaseLearner is a modular machine-learning framework for extracting phase structure from many-body simulation data. Designed for DQMC and lattice models, it implements dimensionality reduction, lat…

   Jupyter Notebook

4. bayes-fisher-scaling bayes-fisher-scaling Public

   What the confusion peak of learning by confusion measures: the Bayes-optimal classifier, the Fisher information of the sampled parameter, and the finite-size scaling it inherits, tested on the Isin…

   Python