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CS440: Introduction to Artificial Intelligence

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useful_links [2017/01/26 16:35]
anderson [Notebook] 		useful_links [2018/08/27 13:10] (current)
anderson [Python]
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 ===== Recent News ===== ===== 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]] [[http://www.appcessories.co.uk/artificial-intelligence/|The State of Artificial Intelligence in 15 Visuals]]
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-[[https://sea.ucar.edu/conference/2016|March 14: last day to register for Data Science conference in Boulder]] 
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-[[http://pir.nlm.nih.gov/challenge/|Pill Image Recognition Challenge]] 
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-[[https://www.kaggle.com/benhamner/2016-us-election/|2016 US Elections]] 
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-[[ 
-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]] 
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-[[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]] [[https://groups.google.com/forum/?utm_source=digest&utm_medium=email/#!forum/jupyter|Ipython Notebook (Jupyter) google group]]
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-[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]] 
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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://www.jetbrains.com/pycharm/|PyCharm]]
  
 [[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]] [[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]]
-===== Notebook ===== 
  
-[[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]]+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]]
  
-[[https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-and-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]+===== Python Debugging =====
  
-[[http://nb.bianp.net/|Another gallery of notebooks]]+[[https://pythonconquerstheuniverse.wordpress.com/category/python-debugger/|Debugging in ipython]]
  
-[[https://www.kaggle.com/benhamner/d/uciml/iris/python-data-visualizations|Nice tutorial from Kaggle on using pandas and seaborn]]+[[https://pythonhosted.org/spyder/debugging.html|Debugging in Spyder]]
  
-[[https://github.com/ornlpython/ipython_notebook_101/blob/master/index.ipynb|IPython Notebook 101]]+[[https://www.jetbrains.com/help/pycharm/part-1-debugging-python-code.html|Debugging in Pycharm]] 
 +===== Jupyter Notebook ====== 
 + 
 +[[https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/|Jupyter Notebook Tips and Tricks]]
  
 ===== Reinforcement Learning ===== ===== Reinforcement Learning =====
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 [[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.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]] 
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-[[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]] 
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-[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]] 
- 
- 
-===== LaTeX ===== 
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-[[http://www.latex-project.org|LaTeX]] 
  
-[[https://www.authorea.com/|Authorea]] an on-line service for writing public papers collaboratively. 
  
  
useful_links.1485473757.txt.gz · Last modified: 2017/01/26 16:35 by anderson

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