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1p4e7_level0_256_sub_burn_cpp_initial

2_d_gas

advanced-cplusplus

aic-timescales

amrex

AMReX: Software Framework for Block Structured AMR

annz

Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)

astro_animations

Various animations used for teaching introductory astronomy concepts

castro

An adaptive mesh, astrophysical radiation hydrodynamics simulation code

coursera-machine-learning

Coursera Machine Learning - Python code

cpp-tutorial-samples

C++ tutorial code samples for those who want to start learning the language

decision_tree-python

决策树分类（ID3，C4.5，CART）

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

fboxlib

Fortran BoxLib

galaxy

Data intensive science for everyone.

how_to_write_a_hydro_code

A Jupyter/python-based introduction to writing a finite-volume hydro code

hydro_examples

Simple one-dimensional examples of various hydrodynamics techniques

initial_models

standalone initial model generation routines

learnpython

以撸代码的形式学习Python

maestro

A low Mach number stellar hydrodynamics code

maestroex

A C++/F90 low Mach number stellar hydrodynamics code

mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

microphysics

common astrophysical microphysics routines with interfaces for the different AMReX codes

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

numpy

Numpy main repository

py_mesa_reader

Tools for easily accessing and manipulating data from MESA in python.

pynucastro

python interfaces to the nuclear reaction rate databases

pynucastro_weakrates

add SCweakrates data to pynucastro

raytracing

Simple ray tracing library in Python for optical design that considers simple optical elements (with ABCD ray matrices) but also finite diameters of elements to calculate aperture and field stops, field of view, etc... Useful to validate the design of an optical system (lenses positions, power and diameters). Also permits the propagation of gaussian laser beams through the same elements.

scientific_programming

solarsystemorbiter

Plot orbits of the planets. Calculate Hohmann Transfer Orbits between them and extract movies of the motions in the Solar System