An open library for your next question. Public pilot
Executable Science
Log inCreate account
THE OPEN LIBRARY

Find your next starting point.

Research, software, data and methods. Inspect the context, compare your options, and take a useful next step.

186 resources · Curated orderClear filters
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
Software

SimPy

Upstream project repository

Process-based discrete-event simulation of interacting activities and shared resources.

Investigate Does a single-server queue simulation match a hand-computed event schedule before stochastic assumptions are introduced?

Listing reviewed · source terms apply
Software

SimuPy

Upstream project repository

Simulation tools for interconnected dynamical systems and block-diagram models.

Investigate Does a small block-diagram simulation match the independently assembled linear-system response?

Listing reviewed · source terms apply
Software

skglm

Upstream project repository

Generalized linear models with sparse and structured regularization solvers.

Investigate Does a small L1-regularized regression candidate satisfy coordinatewise subgradient conditions?

Listing reviewed · source terms apply
Software

sktime

Upstream project repository

Time-series learning interfaces for forecasting, classification, transformation, and evaluation.

Investigate Does a rolling-origin forecast experiment preserve temporal separation across all transformations and splits?

Listing reviewed · source terms apply
Software

Sparse

Upstream project repository

Sparse multidimensional array representations and operations for scientific Python.

Investigate Do sparse tensor reductions match dense arithmetic across duplicate coordinates and fill values?

Listing reviewed · source terms apply
Software

specutils

Upstream project repository

Representations and analysis operations for astronomical spectra.

Investigate Do line-flux estimates agree with analytic integrals as the spectral sampling grid changes?

Listing reviewed · source terms apply
Software

spreg

Upstream project repository

Spatial regression estimators and diagnostics for econometric analysis.

Investigate How do estimated spatial-lag parameters behave under a fixed synthetic model and weight matrix?

Listing reviewed · source terms apply
Software

StatsForecast

Upstream project repository

Statistical forecasting models and utilities for collections of time series.

Investigate How do fixed classical forecasting methods compare on held-out synthetic seasonal regimes?

Listing reviewed · source terms apply
Software

statsmodels

Upstream project repository

Statistical model estimation, hypothesis tests, diagnostics, and time-series analysis.

Investigate How do reported least-squares coefficients and standard errors behave as synthetic regressors become nearly collinear?

Listing reviewed · source terms apply
Software

SWE-agent

Upstream project repository

Agent tooling for interacting with code repositories and attempting software engineering tasks through a controlled interface.

Investigate Does a deterministic toy repository expose whether an agent's claimed edit matches the actual patch and test evidence?

Listing reviewed · source terms apply
Software

SWE-bench

Upstream project repository

Software issue-resolution benchmark and evaluation tooling for studying patch assessment and reproducibility.

Investigate Can one explicitly licensed fixture demonstrate that patch application and test-result collection preserve the original issue/task identity?

Listing reviewed · source terms apply

Recorded license evidence is scoped to each source; it is not a blanket permission or a verification result.