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CS440: Introduction to Artificial Intelligence

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useful_links [2016/02/03 13:42]
anderson [Current News in Machine Learning] 		useful_links [2018/08/27 13:10] (current)
anderson [Python]
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 This page will contain links to helpful on-line material. This page will contain links to helpful on-line material.
 +
 +===== Recent News =====
 +
 +[[https://aitopics.org/class/AI-Alerts|AI-Alerts]]
 +
 +[[http://www.appcessories.co.uk/artificial-intelligence/|The State of Artificial Intelligence in 15 Visuals]]
 +
 +[[https://groups.google.com/forum/?utm_source=digest&utm_medium=email/#!forum/jupyter|Ipython Notebook (Jupyter) google group]]
 +
  
 ===== Python ===== ===== Python =====
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 [[http://www.scipy-lectures.org/|Scipy Lecture Notes]] [[http://www.scipy-lectures.org/|Scipy Lecture Notes]]
  
-===== Notebook ===== +[[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]]
- +
-[[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]]+
  
-[[https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]+[[https://www.jetbrains.com/pycharm/|PyCharm]]
  
-===== Git and GitHub =====+[[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]]
  
-[[http://kbroman.org/github_tutorial/|git/github guide a minimal tutorial]]+Tips on how to make [[https://www.dataquest.io/blog/making-538-plots/?utm_source=Dataquest+Blog+Subscribers&utm_campaign=de416410d0-Blog_Post_2017_09_07_538_graphs&utm_medium=email&utm_term=0_9436fa3dc8-de416410d0-150779345|pretty matplotlib graphs]]
  
-[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]]+===== Python Debugging =====
  
 +[[https://pythonconquerstheuniverse.wordpress.com/category/python-debugger/|Debugging in ipython]]
  
-===== Current News in Machine Learning =====+[[https://pythonhosted.org/spyder/debugging.html|Debugging in Spyder]]
  
-[[https://groups.google.com/forum/#!forum/ml-news|Machine Learning News google group]]+[[https://www.jetbrains.com/help/pycharm/part-1-debugging-python-code.html|Debugging in Pycharm]] 
 +===== Jupyter Notebook ======
  
-[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]]+[[https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/|Jupyter Notebook Tips and Tricks]]
  
-[[http://msystems.asm.org/documents/mSystems.00025-15.pdf|ADAGE-Based Integration of Publicly Available Pseudomonas aeruginosa Gene Expression Data with Denoising Autoencoders Illuminates Microbe-Host Interactions]]+===== Reinforcement Learning =====
  
-===== LaTeX =====+[[http://www.kurzweilai.net/public-beta-of-toolkit-for-developing-machine-learning-for-robots-and-games-released?utm_source=KurzweilAI+Daily+Newsletter&utm_campaign=6b6f7717aa-UA-946742-1&utm_medium=email&utm_term=0_6de721fb33-6b6f7717aa-281946553|OpenAI Gym]]
  
-[[http://www.latex-project.org|LaTeX]] 
  
-[[https://www.authorea.com/|Authorea]] an on-line service for writing public papers collaboratively. 
  
  
useful_links.1454532136.txt.gz · Last modified: 2016/02/03 13:42 by anderson

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