Sofware and Skills: Difference between revisions
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==Algorithms and Packages== |
==Algorithms and Packages== |
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* Robust Gaussian Process [https://github.com/syrte/robustgp Package] [https://ui.adsabs.harvard.edu/abs/2021A%26C....3600483L/abstract ADS] |
* Robust Gaussian Process [https://github.com/syrte/robustgp Package] [https://ui.adsabs.harvard.edu/abs/2021A%26C....3600483L/abstract ADS] (Brief introduction by Lu Li [[:File:GP_Luly.pdf|pdf]]) |
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* Minimum Spanning Tree [https://knaidoo29.github.io/mistreedoc/ Package mistree] [https://arxiv.org/abs/1910.08562 arxiv link] |
* Minimum Spanning Tree [https://knaidoo29.github.io/mistreedoc/ Package mistree] [https://arxiv.org/abs/1910.08562 arxiv link] |
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* HDBSCAN [https://hdbscan.readthedocs.io/en/latest/how_hdbscan_works.html Package] [[:File:HDBSCAN.pdf| |
* HDBSCAN [https://hdbscan.readthedocs.io/en/latest/how_hdbscan_works.html Package] (Brief introduction by Lu Li [[:File:HDBSCAN.pdf|pdf]]) |
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* DBSCAN [https://scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html Package] |
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==Plotting== |
==Plotting== |
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Latest revision as of 10:41, 27 December 2021
Programing
- Python中文指南[1],黑魔法手册[2] Python introduction
- Astrostatistics and Big Data Videos
- Excellent courses on deep learning [3]
Algorithms and Packages
- Minimum Spanning Tree Package mistree arxiv link
- DBSCAN Package
Plotting
- interactive plotting
1. plotly.py is an interactive, open-source, and browser-based graphing library for Python. Libary 2. from ipywidgets import interact Link
- 3D plots
1. from mpl_toolkits import mplot3d Link
Presenation
- try this website for fancy presentations [4]
- Latex beamer of SHAO File:SBeamer.zip(Credit: Yunliang Zheng)