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He Jia's Projects

astropy icon astropy

Repository for the Astropy core package

autograd icon autograd

Efficiently computes derivatives of numpy code.

bayesfast icon bayesfast

Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.

bdmc icon bdmc

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo

blacklight icon blacklight

GR ray tracing code for post-processing Athena++ simulations

camb icon camb

Code for Anisotropies in the Microwave Background

class_public icon class_public

Public repository of the Cosmic Linear Anisotropy Solving System (master for the most recent version of the standard code; ExoCLASS branch for exotic energy injection; class_matter branch for FFTlog)

cosmofast icon cosmofast

Cosmology add-ons for the BayesFast package.

enzo-dev icon enzo-dev

The Enzo adaptive mesh-refinement simulation code.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastpm icon fastpm

fastPM - A N-body Particle Mesh solver that scales

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

gbs_samples icon gbs_samples

Generating the samples for the examples in the GBS paper.

grackle icon grackle

The Grackle chemistry and cooling library for astrophysical simulations and models.

grtrans icon grtrans

Public Kerr metric polarized ray tracing radiative transfer code

hiring icon hiring

Toolbox for higher order photon rings.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

nqe icon nqe

Neural Quantile Estimation.

numpy icon numpy

The fundamental package for scientific computing with Python.

pystan icon pystan

PyStan, the Python interface to Stan

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