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--- useful_links [2016/03/11 11:32]
anderson
+++ useful_links [2018/08/27 13:10] (current)
anderson [Python]
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 ===== Recent News =====
-[[https://sea.ucar.edu/conference/2016|March 14: last day to register for Data Science conference in Boulder]]
+[[https://aitopics.org/class/AI-Alerts|AI-Alerts]]
-[[http://pir.nlm.nih.gov/challenge/|Pill Image Recognition Challenge]]
+[[http://www.appcessories.co.uk/artificial-intelligence/|The State of Artificial Intelligence in 15 Visuals]]
-[[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 =====
+[[http://www.scipy-lectures.org/|Scipy Lecture Notes]]
-===== Python =====
+[[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]]
-[[http://www.scipy-lectures.org/|Scipy Lecture Notes]]
+[[https://www.jetbrains.com/pycharm/|PyCharm]]
-===== Notebook =====
-[[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]]
+[[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]]
-[[https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]
+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://www.kaggle.com/benhamner/d/uciml/iris/python-data-visualizations|Nice tutorial from Kaggle on using pandas and seaborn]]
+===== Python Debugging =====
-[[https://github.com/ornlpython/ipython_notebook_101/blob/master/index.ipynb|IPython Notebook 101]]
+[[https://pythonconquerstheuniverse.wordpress.com/category/python-debugger/|Debugging in ipython]]
-===== Git and GitHub =====
+[[https://pythonhosted.org/spyder/debugging.html|Debugging in Spyder]]
-[[http://kbroman.org/github_tutorial/|git/github guide a minimal tutorial]]
+[[https://www.jetbrains.com/help/pycharm/part-1-debugging-python-code.html|Debugging in Pycharm]]
+===== Jupyter Notebook ======
-[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]]
+[[https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/|Jupyter Notebook Tips and Tricks]]
+===== 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.

CS440: Introduction to Artificial Intelligence

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