pysrt
PulseAugur coverage of pysrt — every cluster mentioning pysrt across labs, papers, and developer communities, ranked by signal.
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New method extracts shared symbolic backbones for multi-output regression
Researchers have developed a novel neuro-evolutionary symbolic regression method designed to handle coupled multi-output systems. This approach focuses on discovering a shared symbolic backbone, a set of reusable latent…
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Attractor geometry limits equation discovery from data, study finds
A new research paper explores the geometric properties of attractors in dynamical systems and their impact on the ability to discover governing equations from data. The study introduces a metric, lambda_min(M), derived …
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DeepPySR framework enhances symbolic regression for scientific discovery
Researchers have developed DeepPySR, a new symbolic regression framework designed to overcome challenges in discovering analytical equations from data. This framework addresses issues like high-dimensional inputs and da…