Cheat Sheet of Machine Learning and Python (and Math) Cheat Sheets (Unsupervised Methods)

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Cheat Sheet of Machine Learning and Python (and Math) Cheat Sheets (Unsupervised Methods) * 출처 : https://unsupervisedmethods.com/cheat-sheet-of-machine-learning-and-python-and-math-cheat-sheets-a4afe4e791b6 * Machine Learning - Neural Network Architectures Source: http://www.asimovinstitute.org/neural-network-zoo/ - Microsoft Azure Algorithm Flowchart Source: https://docs.microsoft.com/en-us/azure/machine-learning/machine-learning-algorithm-cheat-sheet - SAS Algorithm Flowchart Source: http://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/ - Algorithm Summary Source: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/ Source: http://thinkbigdata.in/best-known-machine-learning-algorithms-infographic/ - Algorithm Pro/Con Source: https://blog.dataiku.com/machine-learning-explained-algorithms-are-your-friend * Python - Algorithms Source: https://www.analyticsvidhya.com/blog/2015/09/full-cheatsheet-machine-learning-algorithms/ - Python Basics Source: http://datasciencefree.com/python.pdf Source: https://www.datacamp.com/community/tutorials/python-data-science-cheat-sheet-basics#gs.0x1rxEA - Numpy Source: https://www.dataquest.io/blog/numpy-cheat-sheet/ Source: http://datasciencefree.com/numpy.pdf Source: https://www.datacamp.com/community/blog/python-numpy-cheat-sheet#gs.Nw3V6CE Source: https://github.com/donnemartin/data-science-ipython-notebooks/blob/master/numpy/numpy.ipynb - Pandas Source: http://datasciencefree.com/pandas.pdf Source: https://www.datacamp.com/community/blog/python-pandas-cheat-sheet#gs.S4P4T=U Source: https://github.com/donnemartin/data-science-ipython-notebooks/blob/master/pandas/pandas.ipynb - Matplotlib Source: https://www.datacamp.com/community/blog/python-matplotlib-cheat-sheet Source: https://github.com/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib.ipynb - Scikit Learn Source: https://www.datacamp.com/community/blog/scikit-learn-cheat-sheet#gs.fZ2A1Jk Source: http://peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html Source: https://github.com/rcompton/ml_cheat_sheet/blob/master/supervised_learning.ipynb - Tensorflow Source: https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/1_Introduction/basic_operations.ipynb - Pytorch Source: https://github.com/bfortuner/pytorch-cheatsheet * Math - Probability Source: http://www.wzchen.com/s/probability_cheatsheet.pdf - Linear Algebra Source: https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf - Statistics Source: http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf - Calculus Source: http://tutorial.math.lamar.edu/getfile.aspx?file=B,41,N > 통계분석연구회