“Sofware and Skills”的版本间差异
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（Created page with "==program== * Python introduction *[http://events.asiaa.sinica.edu.tw/school/20170904/program.php/ Astrostatistics and Big Data] [https://www.youtube.com/..."） |
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==Programing== |
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*[[Media:python.pdf| Python introduction]] |
*Python中文指南[https://python.iswbm.com/],黑魔法手册[https://magic.iswbm.com/] [[Media:python.pdf| Python introduction]] |
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*[http://events.asiaa.sinica.edu.tw/school/20170904/program.php/ Astrostatistics and Big Data] [https://www.youtube.com/playlist?list=PL5LZ0ljyyF0YGDrBpE6skkZaUPL2fuknw/ Videos] |
*[http://events.asiaa.sinica.edu.tw/school/20170904/program.php/ Astrostatistics and Big Data] [https://www.youtube.com/playlist?list=PL5LZ0ljyyF0YGDrBpE6skkZaUPL2fuknw/ Videos] |
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*Excellent courses on deep learning [http://cs231n.stanford.edu/schedule.html] |
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==plotting== |
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==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] (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] |
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* 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== |
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* interactive plotting |
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1. plotly.py is an interactive, open-source, and browser-based graphing library for Python. |
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[https://plotly.com/python/astro Libary] |
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2. from ipywidgets import interact [https://ipywidgets.readthedocs.io/en/latest/examples/Using%20Interact.html Link] |
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* 3D plots |
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1. from mpl_toolkits import mplot3d [https://matplotlib.org/stable/tutorials/toolkits/mplot3d.html Link] |
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*[http://astroplotlib.stsci.edu/ astro plot library in IDL and python] [http://www.idlcoyote.com/gallery/ Coyote Graphics Plot Gallery] |
*[http://astroplotlib.stsci.edu/ astro plot library in IDL and python] [http://www.idlcoyote.com/gallery/ Coyote Graphics Plot Gallery] |
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==writing== |
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==Presenation== |
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* try this website for fancy presentations [https://www.canva.cn/] |
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* Latex beamer of SHAO [[File:SBeamer.zip]](Credit: Yunliang Zheng) |
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==Writing== |
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*[https://www.sharelatex.com/blog/2013/02/16/using-latexdiff-for-marking-changes-to-tex-documents.html Latexdiff - determine and markup differences between two latex files] |
*[https://www.sharelatex.com/blog/2013/02/16/using-latexdiff-for-marking-changes-to-tex-documents.html Latexdiff - determine and markup differences between two latex files] |
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*[http://arxiv.org/abs/1011.5973 天文物理类英文科技论文写作的常见问题] |
*[http://arxiv.org/abs/1011.5973 天文物理类英文科技论文写作的常见问题] |
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2021年12月27日 (一) 10:41的最新版本
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 文件:SBeamer.zip(Credit: Yunliang Zheng)