├── Images ├── activation_function.png └── distribution.png ├── Math-for-CS ├── CS115_Linear_Algebra_2.pdf ├── CS115_Practice_01.pdf ├── CS115_Probability.pdf ├── CS115_Probability.pptx ├── CS115_Probability_2.pdf ├── ConvEdgesTemplate.pdf ├── Diagonalization.pdf ├── Discrete_Mathematics_and_Its_Applications_(7th_Edition).pdf ├── Eigenvalues_Eigenvectors.pdf ├── Orthogonal_Matrices_and_Gram_Schmidt.pdf ├── Positive_Definite_Matrices_and_Minima.pdf ├── Probability_Review.pptx ├── Projections.pdf ├── Singular_Value_Decomposition.pdf ├── Symmetric_Matrices.pdf ├── math4ml.pdf └── pset4sol.pdf ├── Other-cheatsheet └── Machine_Learning_Cheatsheet.pdf ├── Probability-cheatsheet ├── probability_cheatsheet.pdf └── probability_cheatsheet │ ├── probability_cheatsheet1024_1.jpg │ ├── probability_cheatsheet1024_10.jpg │ ├── probability_cheatsheet1024_2.jpg │ ├── probability_cheatsheet1024_3.jpg │ ├── probability_cheatsheet1024_4.jpg │ ├── probability_cheatsheet1024_5.jpg │ ├── probability_cheatsheet1024_6.jpg │ ├── probability_cheatsheet1024_7.jpg │ ├── probability_cheatsheet1024_8.jpg │ └── probability_cheatsheet1024_9.jpg ├── Python-cheatsheet ├── Keras.pdf ├── Matplotlib.pdf ├── Numpy.pdf ├── Pandas.pdf ├── SciPy.pdf └── Scikit-Learn.pdf ├── Pytorch-cheatsheet ├── Pytorch_Tutorial.pdf └── cheatsheet_pytorch.pdf ├── README.md ├── Standford-cheatsheet ├── cheatsheet-probability.pdf ├── cheatsheet-statistics.pdf ├── super-cheatsheet-artificial-intelligence.pdf ├── super-cheatsheet-deep-learning.pdf └── super-cheatsheet-machine-learning.pdf ├── Wisconsin-Mandison-cheatsheet └── Linear_Algebra_cheat_sheet.pdf └── cheatsheet-code └── Distributions.ipynb /Images/activation_function.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/quanghuy0497/Cheatsheet-collection/HEAD/Images/activation_function.png -------------------------------------------------------------------------------- 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