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awesome-jax

JAX - A curated list of resources https://github.com/google/jax

rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

nautilus

Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics

astroNN

Deep Learning for Astronomers with Tensorflow

python-seminar

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

nbi

Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications

PyROA

araa-gps

Souce code for our ARA&A review of Gaussian process regression for astronomical time-series

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

prettyplotlib

Painlessly create beautiful matplotlib plots.

photerr

Photometric error model for astronomical imaging surveys

skysurvey

modern version of simsurvey to simulate transients withing the sky

LSSTC-DSFP-Sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

macauff

The python package for Matching Across Catalogues using the Astrometric Uncertainty Function and Flux

optimistix

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

PySR

High-Performance Symbolic Regression in Python and Julia

interpax

Interpolation and function approximation with JAX

extinction_coefficient

A astronomy Python package to provide temperature- and extinction-dependent empirical extinction coefficients

colorgram.py

A Python module for extracting colors from images. Get a palette of any picture!

scarlet2

Scarlet, all new and shiny

galapagos

The MegaMorph version of GALAPAGOS

ztfquery

Access ZTF data from Python

WebPlotDigitizer

Computer vision assisted tool to extract numerical data from plot images.

jax-finufft

JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library

FourierGNN

Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"

zuds-pipeline

ZTF Uniform Depth Survey Image Processing Pipeline

ppxf_examples

lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

BetterDisplay

Unlock your displays on your Mac! Flexible HiDPI scaling, XDR/HDR extra brightness, virtual screens, DDC control, extra dimming, PIP/streaming, EDID override and lots more!