Difference between revisions of "Sofware and Skills"
Jump to navigation
Jump to search
| (18 intermediate revisions by 2 users not shown) | |||
| Line 1: | Line 1: | ||
== | ==Programing== | ||
*[[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]] | ||
*[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] | ||
*Excellent courses on deep learning [http://cs231n.stanford.edu/schedule.html] | *Excellent courses on deep learning [http://cs231n.stanford.edu/schedule.html] | ||
== | |||
==Algorithms and Packages== | |||
* 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]]) | |||
* Minimum Spanning Tree [https://knaidoo29.github.io/mistreedoc/ Package mistree] [https://arxiv.org/abs/1910.08562 arxiv link] | |||
* HDBSCAN [https://hdbscan.readthedocs.io/en/latest/how_hdbscan_works.html Package] (Brief introduction by Lu Li [[:File:HDBSCAN.pdf|pdf]]) | |||
* DBSCAN [https://scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html Package] | |||
==Plotting== | |||
* interactive plotting | |||
1. plotly.py is an interactive, open-source, and browser-based graphing library for Python. | |||
[https://plotly.com/python/astro Libary] | |||
2. from ipywidgets import interact [https://ipywidgets.readthedocs.io/en/latest/examples/Using%20Interact.html Link] | |||
* 3D plots | |||
1. from mpl_toolkits import mplot3d [https://matplotlib.org/stable/tutorials/toolkits/mplot3d.html Link] | |||
*[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] | ||
== | |||
==Presenation== | |||
* try this website for fancy presentations [https://www.canva.cn/] | |||
* Latex beamer of SHAO [[File:SBeamer.zip]](Credit: Yunliang Zheng) | |||
==Writing== | |||
*[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] | ||
*[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] | ||
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)