A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Python module to solve Maxwell's equations for a cluster of particles using the generalized multiparticle Mie theory (GMMT)

Trace the vertical structure of protoplanetary disks by masking line emission. Based on Pinte et al 2018

Dynamical Scale : Python package to measure protoplanetary discs mass through the rotation curve

Simple C++ library that helps loading legacy VTK files.

CASA task to imulate data on already-existing measurement sets.

Get creative with radio interferometry simulations using CASA

Imaging radio interferometric data with Neural Networks.

Public Fortran90 code package for generating ideal-gas opacity tables

For astrophysical scripts to analyse data produced by PHANTOM simulations on simulated proto-planetary discs.

Circumstellar Spectral Analysis with Line Tomography

https://hyperfit.readthedocs.io/en/latest/

Measure the molecular emission surface of protoplanetary disks. Based on Pinte et al. (2018).

🖤 Cleans up your LaTeX files.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Smoothed particle hydrodynamics interpolation to a grid

An open access book on scientific visualization using python and matplotlib

Image simulator for the Near Infrared Camera of the James Webb Space Telescope

Automated generation of NASA ADS bibtex entries directly from citation keys in your TeX source files

Grain growth for astrophysics with Discontinuous Galerkin schemes

Matplotlib 3.1 cheat sheet.

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

Gaussian mixture model for incomplete (missing or truncated) and noisy data

Scattered light mapping of protoplanetary disks

Image reconstruction for radio astronomy using SPH kernel interpolation in the uv plane

PRIISM: Python Module for Radio Interferometry Imaging with Sparse Modeling

Removes shot noise from astronomical images using adaptive kernels

Phantom Smoothed Particle Hydrodynamics and Magnetohydrodynamics code

SPLASH is an interactive visualisation and plotting tool using kernel interpolation, mainly used for Smoothed Particle Hydrodynamics simulations