Py-numba-stats

Jul 20, 2023

Numba-accelerated implementations of common probability distributions

numba-stats provides numba-accelerated implementations of statistical functions for common probability distributions.

  • Uniform
  • Truncated Normal
  • Log-normal
  • Poisson
  • Truncated Exponential
  • Student’s t
  • Voigtian
  • Crystal Ball
  • Generalised double-sided Crystal Ball
  • Tsallis-Hagedorn, a model for the minimum bias pT distribution
  • Q-Gaussian
  • Bernstein density
  • Cruijff density


Checkout these related ports:
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  • Zimpl - Language to translate the LP models into .lp or .mps
  • Zegrapher - Software for plotting mathematical objects
  • Zarray - Dynamically typed N-D expression system based on xtensor
  • Z3 - Z3 Theorem Prover
  • Yices - SMT solver
  • Yacas - Yet Another Computer Algebra System
  • Xtensor - Multi-dimensional arrays with broadcasting and lazy computing
  • Xtensor-python - Python bindings for xtensor
  • Xtensor-io - Xtensor plugin to read/write images, audio files, numpy npz and HDF5
  • Xtensor-blas - BLAS extension to xtensor
  • Xspread - Spreadsheet program for X and terminals
  • Xppaut - Graphical tool for solving differential equations, etc
  • Xplot - X11 plotting package
  • Xlife++ - XLiFE++ eXtended Library of Finite Elements in C++