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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
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).
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
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