PyCBC-Tutorials
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| PyCBC-Tutorials | stingray | |
|---|---|---|
| 2 | 1 | |
| 107 | 162 | |
| 0.9% | 0.0% | |
| 3.4 | 9.8 | |
| 11 months ago | 6 days ago | |
| Jupyter Notebook | Python | |
| - | MIT License |
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PyCBC-Tutorials
- How can we use PSD for inverse spectrum truncation?
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[GWpy] How do you know what time an event is occurring from a frequency plot?
If you want to get a sense for a signal is actually detected and at what time it occurs, I'd suggest taking a look at PyCBC and the tutorials there. https://github.com/gwastro/PyCBC-Tutorials In particular the following you may find useful, but you may find the others helpful as well. https://colab.research.google.com/github/gwastro/pycbc-tutorials/blob/master/tutorial/3\_WaveformMatchedFilter.ipynb
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What are some alternatives?
pycbc - Core package to analyze gravitational-wave data, find signals, and study their parameters. This package was used in the first direct detection of gravitational waves (GW150914), and is used in the ongoing analysis of LIGO/Virgo data.
tsfresh - Automatic extraction of relevant features from time series:
pythoncode-tutorials - The Python Code Tutorials
timemachines - Predict time-series with one line of code.
bigpython - Source code for Big Python tutorials on YouTube
TimeSynth - A Multipurpose Library for Synthetic Time Series Generation in Python
3-ogc - Third Open Gravitational-wave Catalog of Compact Binary Mergers. Using the data from LIGO and Virgo from 2015-2019, a comprehensive catalog including 57 detected mergers (55 BBH, 2 BNS) and sub-threshold candidates throughout O1, O2, and O3a.
lama - 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
uawardata - The data behind uawardata.com
priwo - I/O for common pulsar data formats.
indaba-pracs-2022 - Notebooks for the Practicals at the Deep Learning Indaba 2022.
tslearn - The machine learning toolkit for time series analysis in Python