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Title: GitHub - NewQuest/deepLearningBook-Notes: Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016) · GitHub

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2.1 Scalars, Vectors, Matrices and Tensorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.1%20Scalars%2C%20Vectors%2C%20Matrices%20and%20Tensors
2.1 Scalars, Vectors, Matrices and Tensorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.1%20Scalars%2C%20Vectors%2C%20Matrices%20and%20Tensors
2.10 The Trace Operatorhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.10%20The%20Trace%20Operator
2.10 The Trace Operatorhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.10%20The%20Trace%20Operator
2.11 The determinanthttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.11%20The%20determinant
2.11 The determinanthttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.11%20The%20determinant
2.12 Example - Principal Components Analysishttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.12%20Example%20-%20Principal%20Components%20Analysis
2.12 Example - Principal Components Analysishttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.12%20Example%20-%20Principal%20Components%20Analysis
2.2 Multiplying Matrices and Vectorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.2%20Multiplying%20Matrices%20and%20Vectors
2.2 Multiplying Matrices and Vectorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.2%20Multiplying%20Matrices%20and%20Vectors
2.3 Identity and Inverse Matriceshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.3%20Identity%20and%20Inverse%20Matrices
2.3 Identity and Inverse Matriceshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.3%20Identity%20and%20Inverse%20Matrices
2.4 Linear Dependence and Spanhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.4%20Linear%20Dependence%20and%20Span
2.4 Linear Dependence and Spanhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.4%20Linear%20Dependence%20and%20Span
2.5 Normshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.5%20Norms
2.5 Normshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.5%20Norms
2.6 Special Kinds of Matrices and Vectorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.6%20Special%20Kinds%20of%20Matrices%20and%20Vectors
2.6 Special Kinds of Matrices and Vectorshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.6%20Special%20Kinds%20of%20Matrices%20and%20Vectors
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2.8 Singular Value Decompositionhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.8%20Singular%20Value%20Decomposition
2.8 Singular Value Decompositionhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.8%20Singular%20Value%20Decomposition
2.9 The Moore-Penrose Pseudoinversehttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.9%20The%20Moore-Penrose%20Pseudoinverse
2.9 The Moore-Penrose Pseudoinversehttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/2.9%20The%20Moore-Penrose%20Pseudoinverse
3.1-3.3 Probability Mass and Density Functionshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/3.1-3.3%20Probability%20Mass%20and%20Density%20Functions
3.1-3.3 Probability Mass and Density Functionshttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/3.1-3.3%20Probability%20Mass%20and%20Density%20Functions
3.4-3.5 Marginal and Conditional Probabilityhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/3.4-3.5%20Marginal%20and%20Conditional%20Probability
3.4-3.5 Marginal and Conditional Probabilityhttps://github.com/NewQuest/deepLearningBook-Notes/tree/master/3.4-3.5%20Marginal%20and%20Conditional%20Probability
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Multiplying Matrices and Vectorshttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.2-Multiplying-Matrices-and-Vectors/
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Identity and Inverse Matriceshttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.3-Identity-and-Inverse-Matrices/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.3%20Identity%20and%20Inverse%20Matrices/images/identity-matrix.png
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Special Kinds of Matrices and Vectorshttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.6-Special-Kinds-of-Matrices-and-Vectors/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.6%20Special%20Kinds%20of%20Matrices%20and%20Vectors/images/diagonal-and-symmetric-matrices.png
2.3https://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.3-Identity-and-Inverse-Matrices/
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https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.7%20Eigendecomposition/images/output_59_0.png
Singular Value Decompositionhttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.8-Singular-Value-Decomposition/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.8%20Singular%20Value%20Decomposition/images/output_35_7.png
The Moore-Penrose Pseudoinversehttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.9-The-Moore-Penrose-Pseudoinverse/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.9%20The%20Moore-Penrose%20Pseudoinverse/images/overdetermined-system-equations-python.png
The Trace Operatorhttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.10-The-Trace-Operator/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.10%20The%20Trace%20Operator/images/trace-matrix.png
The Determinanthttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.11-The-determinant/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.11%20The%20determinant/images/positive-negative-determinant.png
Example: Principal Components Analysishttps://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.12-Example-Principal-Components-Analysis/
https://github.com/NewQuest/deepLearningBook-Notes/blob/master/2.12%20Example%20-%20Principal%20Components%20Analysis/images/gradient-descent.png
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