Projects¶
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bb
A Bitbucket CLI and SDK client.
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vatic
Open-source risk analysis with predictive modeling and Monte Carlo simulation for uncertainty workflows.
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qtop
Text-mode HPC queue monitor for PBS, SGE, and OAR clusters.
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pyswarm
Particle Swarm Optimization (PSO) for Python with a lightweight API for constrained, gradient-free optimization.
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pydoe
Design of Experiments package for Python with factorial, response-surface, space-filling, and optimal design methods.
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mcerp
Real-time Monte Carlo error propagation for Python using latin-hypercube sampling.
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soerp
Second-order error propagation for Python to track uncertainty through mathematical models using distribution moments.
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ad
First- and second-order automatic differentiation for Python with transparent numerical operations.
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sdepack
Stochastic Runge-Kutta solvers for scalar Ito SDEs, from Euler-Maruyama to higher-order schemes.
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smolpack
Multidimensional cubature over
[0,1]^dusing Smolyak sparse-grid construction with Clenshaw-Curtis rules. -
NULAPACK
Numerical linear algebra package with Fortran core subroutines and Python/C++ interfaces.
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polpack
High-performance special functions and polynomial families with a Fortran numerical core.
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kronrod
Gauss-Kronrod quadrature rule generator for reusable high-accuracy numerical integration.
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spinterp
Sparse Grid Interpolation Toolbox for Python
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sparse_grid
Pure-Python sparse grid implementation with hierarchical index generation and fast hat-basis evaluation.
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cordic
CORDIC-based trigonometric, hyperbolic, exponential, logarithmic, and root-function evaluation library for Python.
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JavaDOE
Java Design of Experiments library including Box-Behnken, central composite, and factorial designs.
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qweb
Web interface for Sun Grid Engine with job submission, monitoring, and cluster management endpoints.