Stars
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
An open access book on scientific visualization using python and matplotlib
A Python framework for accelerated simulation, data generation and spatial computing.
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
CUDA integration for Python, plus shiny features
The Python ensemble sampling toolkit for affine-invariant MCMC
Fast and flexible Gaussian Process regression in Python
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
The modular galaxy image simulation toolkit. Documentation:
Python and C library for source extraction and photometry
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
Bagpipes is a state of the art code for generating realistic model galaxy spectra and fitting these to spectroscopic and photometric observations. Users should install with pip, not by cloning the …
Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
Grizli: The "Grism redshift and line" analysis software
Tools for Flexible Spectroscopic Inference
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
Python bindings to Charlie Conroy's Flexible Stellar Population Synthesis (FSPS) Fortran code
FitsMap: A Simple, Lightweight Tool For Displaying Interactive Astronomical Image and Catalog Data
✨ ArtPop – Building artificial galaxies one star at a time.
Python bindings to a subset of the NUFFT algorithm
A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.