uqtils 0.4.2

Assorted utilities for uncertainty quantification and scientific computing.

Assorted utilities for uncertainty quantification and scientific computing.

⚙️ Installation

pip install uqtils

If you are using pdm in your own project, then you can use:

pdm add uqtils

# Or in editable mode from a local clone...
pdm add -e ./uqtils --dev

📍 Quickstart

import numpy as np
import uqtils as uq

ndim, nsamples = 3, 1000

mu = np.random.rand(ndim)
cov = np.eye(ndim)

samples = uq.normal_sample(mu, cov, nsamples)
fig, ax = uq.ndscatter(samples)

🏗️ Contributing

See the contribution guidelines.

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