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qutip.org
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QuTiP Benchmarks
…here possible, we compare QuTiP performance to the equivalent raw numpy and SciPy operations. You can view the plots by clicking on the links below or using the navigation bar above. Benchma…
www.cvxpy.org
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Reductions -
…problem. A map from variable ids to optimal values. dict of id to NumPy ndarray A map from constraint ids to dual values. dict of id to NumPy ndarray Miscellaneous information propagated up …
www.cvxpy.org
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Changes to CVXPY -
…ably, this means that we have dropped support for Python 3.10 and NumPy < 2.0. This release introduces a new backend which can handle a very large number of parameters. To use the backend, p…
qutip.org
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QuTiP in Education
… the broader Python ecosystem, it integrates well with tools like NumPy and Matplotlib. Educators around the world use QuTiP to create interactive examples, while students gain hands-on expe…
numfocus.org
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Affiliated Projects | AiiDA, bqplot, Conda, + more - NumFOCUS
…trary-length lists, records, mixed types, and missing data, using NumPy-like idioms. Arrays are dynamically typed, but operations on them are compiled and fast. Their behavior coincides with…
www.astropy.org
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Astropy Team
…uly useful throughout astropy by working with and contributing to numpy to ensure interaction with numpy functions became seemless, and optimizing their use inside coordinates. He led the de…
wesmckinney.com
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The Creator of Pandas on AI, Apache Arrow, and the Future of Software Engineering – Wes McKinney
…e built for systems. We talked about why pandas ended up built on NumPy — it was the only game in town, and interoperability was mandatory to reach Matplotlib and SciPy — and how that forced…
geomstats.ai
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Geomstats — Geomstats latest documentation
…ion and provide support for different execution backends — namely NumPy, PyTorch and Autograd. To learn how to use geomstats, visit First steps. To contribute to geomstats visit Contributing…
keras.io
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Writing a training loop from scratch in PyTorch
…ss function. Important differences: Also, a big gotcha: while all NumPy/TensorFlow/JAX/Keras APIs as well as Python unittest APIs use the argument order convention fn(y_true, y_pred) (refere…
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