This repository was created with the aim of maintaining all the wavelet transformation codes and component separation methods created or adapted by group and that we are using.
It's a public code, but if you will use it I would like you to quote us:
- Generalised Morphological Component Analysis applied to HI signals from Intensity Mapping - A. Marins et al (in preparation)
- Different Component Separation Methods for BINGO Telescope - A. Marins et al (in preparation)
It was created by
- Alessandro Marins (USP)
- Julia Leite (USP)
- Luiz Henrique de Freitas Assis (USP)
- Karin Fornazier (USP and INPE)
- Filipe Abdalla (UCL, USP, INPE and RU)
USP = Universidade de Sao Paulo (Brazil) INPE = Instituto Nacional de Pesquisas Espaciais (Brazil) UCL = University College London (UK) RU = Rhodes University (South Africa)
- Component Separation Methods
1.1. Generalized Morphological Component Analysis (GMCA) by Jerome Bobin and Isabella Carucci
1.2. Fast Independent Component Analysis (FastICA) by scikit-learn python package - Wavelet Transforms
2.1 Starlet (Isotropic Undecimated Wavelet Transform) by Starck
2.2 Pywavelets by pywavelets python package
2.3 Axisymmetric Wavelet Transform by McEwen
2.4 Directional Wavelet Transform by McEwen
- python
- jupyter
- matplotlib
- pandas
- numPy
- healpy
- astropy
- scipy
- h5py
- scikit-learn
- pywavelets
- pys2let
- mtneedlet
- progressbar2
- Extension4BINGO
If you have any question, commentary or suggestion: