CS440: Introduction to Artificial Intelligence

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useful_links [2016/02/01 13:29]
anderson 		useful_links [2017/04/18 13:40]
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 =====
 +
 +[[http://www.appcessories.co.uk/artificial-intelligence/|The State of Artificial Intelligence in 15 Visuals]]
 +
 +[[https://sea.ucar.edu/conference/2016|March 14: last day to register for Data Science conference in Boulder]]
 +
 +[[http://pir.nlm.nih.gov/challenge/|Pill Image Recognition Challenge]]
 +
 +[[https://www.kaggle.com/benhamner/2016-us-election/|2016 US Elections]]
 +
 +[[
 +http://arstechnica.com/information-technology/2016/03/google-ai-begins-battle-with-humanitys-best-go-player-tonight/|Google AI Begins Battle with Humanity's Best Go Player Tonight]]
 +
 +[[https://groups.google.com/forum/#!forum/ml-news|Machine Learning News google group]]
 +
 +[[https://groups.google.com/forum/?utm_source=digest&utm_medium=email/#!forum/jupyter|Ipython Notebook (Jupyter) google group]]
 +
 +[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]]
 +
 +
  
 ===== Python ===== ===== Python =====
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 [[http://www.scipy-lectures.org/|Scipy Lecture Notes]] [[http://www.scipy-lectures.org/|Scipy Lecture Notes]]
  
 +[[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]]
 +
 +[[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]]
 ===== Notebook ===== ===== Notebook =====
 +
 +[[https://github.com/Calysto/notebook-extensions|Spell checking and other extensions]]
  
 [[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]] [[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]]
  
-===== Current News in Machine Learning =====+[[https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-and-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]
  
-[[https://groups.google.com/forum/#!forum/ml-news|Machine Learning News google group]]+[[http://nb.bianp.net/|Another gallery of notebooks]] 
 + 
 +[[https://www.kaggle.com/benhamner/d/uciml/iris/python-data-visualizations|Nice tutorial from Kaggle on using pandas and seaborn]] 
 + 
 +[[https://github.com/ornlpython/ipython_notebook_101/blob/master/index.ipynb|IPython Notebook 101]] 
 + 
 +===== Reinforcement Learning ===== 
 + 
 +[[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]] 
 + 
 +===== Hardware ===== 
 + 
 +[[http://www.movidius.com/|Fathom Neural Compute Stick]] 
 + 
 +[[http://www.nvidia.com/object/deep-learning-system.html|NVIDIA DGX-1]], deep learning system 
 +===== Writing Tips ===== 
 + 
 +[[http://withoutbullshit.com/blog/10-top-writing-tips-psychology/|10 top writing tips and the psychology behind them]] 
 + 
 + 
 +===== Git and GitHub ===== 
 + 
 +[[http://kbroman.org/github_tutorial/|git/github guide a minimal tutorial]] 
 + 
 +[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]]
  
-[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]] 
  
 ===== LaTeX ===== ===== LaTeX =====
useful_links.txt · Last modified: 2018/08/27 13:10 by anderson

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