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  • Feb 22, 2021 foundation  random-topic 

    Daily Collection

    This note collects the fundamental concepts, theorems or interesting facts that come into mind in my daily learning.

  • Aug 1, 2019 differential-equation  edx 

    Introduction to Differential Equations

    Introduction to Differential Equations.

  • Feb 1, 2019 sicp  functional-programming  book-notes 

    Structure and Interpretation of Compupter Programs 2

    Chapter 2 of Structure and Interpretation of Compupter Programs.

  • Jan 1, 2019 sicp  functional-programming  book-notes 

    Structure and Interpretation of Compupter Programs 1

    Chapter 1 of Structure and Interpretation of Compupter Programs.

  • Dec 3, 2018 convex  foundation  random-topic 

    Legendre Transformation

    Legendre Transformation.

  • Dec 2, 2018 convex  foundation  random-topic 

    Negative Entropy

    Negative Entropy.

  • Dec 1, 2018 foundation  random-topic 

    Matrix Calculus

    Matrix Calculus.

  • Feb 1, 2018 bayes  book-notes 

    Conjugate Prior

    Conjugate Prior.

  • Jan 1, 2018 bayes  book-notes 

    The Exponential Family

    The exponential family.

  • Mar 1, 2017 convex  foundation  nesterov-lectures  book-notes 

    Introductory Lectures on Convex Optimization 2

    Chapter 2 of Introductory Lectures on Convex Optimization.

  • Feb 1, 2017 convex  foundation  nesterov-lectures  book-notes 

    Introductory Lectures on Convex Optimization 1

    Chapter 1 of Introductory Lectures on Convex Optimization.

  • Jan 1, 2017 convex  foundation  theoretic-machine-learning 

    Optimization Methods for Large Scale Machine Learning

    Optimization methods for large scale machine learning.

  • Apr 1, 2015 edx 

    Machine Learning Techniques

    The course notes of machine learning techniques enrolled in Coursera.

  • Jan 1, 2015 edx 

    Machine Learning Foundations

    The course notes of machine learning foundations enrolled in Coursera.

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