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71 resources · Curated orderClear filters
Software

PyWavelets

Upstream project repository

Discrete and continuous wavelet transforms for numerical signal analysis.

Investigate How do boundary modes affect reconstruction and coefficient interpretation for short synthetic signals?

Listing reviewed · source terms apply
Software

QuTiP

Upstream project repository

Numerical simulation and analysis of quantum systems and open-system dynamics.

Investigate Does a fixed two-level evolution preserve trace and reproduce analytic populations under the chosen equation?

Listing reviewed · source terms apply
Original examples

Rationalization and subtractive cancellation

Executable Science local pilot drafts

Measure loss of precision in sqrt(x+1)-sqrt(x) at x=10^16 and compare an algebraically rationalized expression with a high-precision reference.

Investigate How much error is removed by changing the expression while preserving its exact-arithmetic meaning?

Listing reviewed · source terms apply
Software

REBOUND

Upstream project repository

N-body simulation with gravitational dynamics integrators and analysis interfaces.

Investigate How do selected time steps affect energy and orbital-phase error for an analytic two-body orbit?

Listing reviewed · source terms apply
Software

reproject

Upstream project repository

Reprojection of astronomical images between coordinate grids.

Investigate How do selected reprojection methods affect a constant field and an isolated normalized source?

Listing reviewed · source terms apply
Original examples

Residual size versus root-location error

Executable Science local pilot drafts

Compare residuals near simple and double roots at the same candidate locations to illustrate why a small residual can have different interpretations.

Investigate How does a multiple root change the relationship between residual magnitude and distance to the known root?

Listing reviewed · source terms apply
Software

scikit-fem

Upstream project repository

Finite-element assembly and related numerical tools implemented for Python workflows.

Investigate Does mesh refinement achieve the expected error trend for a manufactured Poisson solution?

Listing reviewed · source terms apply
Software

scikit-image

Upstream project repository

Image-processing algorithms for filtering, segmentation, morphology, and measurement.

Investigate Do connected-component labels agree with explicit graph connectivity on tiny binary images?

Listing reviewed · source terms apply
Software

scikit-rf

Upstream project repository

Radio-frequency network analysis, calibration, and parameter-conversion tools.

Investigate Do scattering and impedance parameter conversions round-trip under fixed reference impedances?

Listing reviewed · source terms apply
Software

SCS

Upstream project repository

A splitting conic solver for numerical convex optimization.

Investigate How do scaling choices affect residual accuracy for equivalent small conic programs?

Listing reviewed · source terms apply
Software

SfePy

Upstream project repository

Finite-element solution of systems of partial differential equations.

Investigate Do displacement and stress errors decrease under refinement for a fully specified linear-elasticity fixture?

Listing reviewed · source terms apply
Software

Shapely

Upstream project repository

Planar geometry objects and spatial operations backed by GEOS.

Investigate Do polygon intersections match known areas and boundary relations for a fixed family of axis-aligned rectangles?

Listing reviewed · source terms apply

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