micbia

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ETH Zurich

Zurich, CH

https://people.epfl.ch/michele.bianco/?lang=en

Michele Bianco's starred repositories

awesome-normalizing-flows

Awesome resources on normalizing flows.

Language:PythonMIT1385 43 12

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

Language:PythonMIT473 11 14

normalizing-flows

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Language:Jupyter NotebookGPL-3.0141 7 3

PyBDSF

Python Blob Detector and Source Finder

Language:FortranGPL-3.051 8 142

sbi-lecture-mit

Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.

Language:Jupyter NotebookMIT42 10

SURFsara-PTC-Python-Parallel-and-GPU-Programming

This repository holds the training material used in the PRACE PTC training at SURFsara entitled: Python Parallel and GPU Programming

Language:Jupyter Notebook21 50

ugradio

UC Berkeley Undergraduate Radio Lab

Language:Jupyter Notebook19 3 16

KinMSpy

A Python version of KinMS (github.com/TimothyADavis/KinMS)

Language:Jupyter NotebookMIT18 4 5

pyradiosky

Python objects and interfaces for representing diffuse, extended and compact astrophysical radio sources

Language:PythonBSD-2-Clause14 9 109

bayesianNNpytorch

Jupyter notebook with the code of a probabilistic neural network in PyTorch

Language:HTMLGPL-3.011 10

mayavi-workshop

Mayavi workshop material

Language:Jupyter Notebook11 20

losito

LOFAR Simulation Tool

Language:PythonGPL-3.08 3 3

pypegase

Python wrapper around the Pégase V.2 galaxy spectral model (http://www2.iap.fr/users/fioc/PEGASE.html).

Language:PythonMIT500

sdc3_training_datasets

Language:Python500

reionisation_ML

Neural Networks to estimate the ionisation rate in the Epoch of Reionisation

Language:Python4 10

mwa_hyperbeam

MWA beam code

Language:RustMPL-2.04 4 8

2lvl_nlte

A simple, pedagogical code that can be used to solve 2lvl atom scattering problem and calculate contribution and response functions.

Language:Jupyter Notebook3 20

TGEpy

A python implementation of the tapered-gridded estimator for estimating the angular power spectrum directly from visibilities.

Language:Jupyter NotebookGPL-3.02 10

radio-fg-simu-tools

Low-frequency radio sky simulation tools

Language:C++2 20

ml-project-2-lady_bug

ml-project-2-lady_bug created by GitHub Classroom

Language:Jupyter Notebook100

ML4Science-FGR-x-ML

Language:Jupyter Notebook100

PINION

A featherweight EoR simulation

Language:Jupyter NotebookGPL-3.01 20

PINION

A featherweight EoR simulation

Language:PythonGPL-3.0100

asmooth

Adaptively Smoothed Fields for Cosmological Simulations

Language:C++GPL-3.0100

C2-Ray3Dm

The 3D version of C2-Ray for multiple sources, hydrogen only

Language:Fortran100

C2LC

coeval to lightcone interpolation of cosmic simulation

Language:Python1 10

EoRNN

Epoch of Reionization Neural Network for the prediction of hydrogen neutral fraction

Language:Python1 10

FORGER-21cm

FOreground Removal using GAN for the Epoch of Reionization, by inpainting the wedge and intrinsic foregrounds regions in the 2D Power Spectra of the 21cm lines.

Language:Python1 10

serenet

SERENEt: SEgmentation and REcover NEtwork for SKA-Low Tomographic 21-cm images

Language:Jupyter NotebookApache-2.01 20

masterproject

Codes & scripts written for my Master project at EPFL

Language:Python1 10