CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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jupyterlab/jupyterlab

JupyterLab computational environment.

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fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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Skip computation of output leaves of `jax` pytree function when input leaves are set to `None`

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C++ vs Java performance under repeated heave computation

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Vectorize repeated computation using list slices depending on loop index

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Accurate computation of the inverse gamma function with the standard C math library

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