PyRank
  • Search
  • PyPI
  • GitHub
  • Insights
  • Compare
  • Advisories
  • Ecosystem
  • About

Surrogate Modeling Python Packages

Python packages with the GitHub topic surrogate-modeling. Sorted by monthly downloads, with stars and forks.
bijective-systems
mestra

An open data format for parametric and time-dependent simulation data and surrogate models. Spec, conformance corpus, and readers and writers for Python, MATLAB, Julia, and C++.

1K 1 0
DanielePessina
jaxgsa

Global sensitivity analysis in JAX: Sobol, Morris, PCE, Shapley and ten more methods, vectorised and differentiable

905 0 0
gcalpay
carnopy

Reproducible thermophysical datasets from scientific backends with visualization, provenance, and leakage-aware preparation for physics-informed machine-learning and engineering workflows.

346 3 0
dimaq12
lastsolve

The last few solves you'll ever pay for: certified accelerator + identification layer over any black-box parametric solver, built on resona's effective-rank dial.

197 4 0
goodisok
prandtl-cfd

CFD surrogate modeling toolkit — train fast surrogates for aerodynamic predictions

139 0 0
DanielePessina
gsax

Global sensitivity analysis in JAX: Sobol, Morris, PCE, Shapley and ten more methods, vectorised and differentiable

15 1 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology