Yingkui

Yingkui

Solving Problems. Making Progress.

Computer Science Related

Competitive Programming

2022.05 - 2023.07

题型总结

题型信号

Artificial Intelligence & Machine Learning

2020.05 - 2022.11

Artificial Intelligence

  1. Artificial Intelligence: A Modern Approach, May 2020
  2. Artificial Intelligence (MIT 2010), May 2020
  3. Introduction to Artificial Intelligence with Python (Harvard), May 2020

Probability and Statistics

  1. STAT 420: Methods of Applied Statistics, Summer 2020
  2. Applied Statistics with R, Summer 2020
  3. Probability and Statistics for Computer Science (Forsyth), Fall 2020

Machine Learning

  1. CS 498: Applied Machine Learning, Fall 2020
  2. Applied Machine Learning (Forsyth), Fall 2020
  3. An Introduction to Statistical Learning with Applications in R, Fall 2020
  4. Machine Learning: a Probabilistic Perspective, Fall 2020
  5. Pattern Recognition and Machine Learning
  6. Machine Learing (Andrew Ng)

Statistical Learning

  1. CS 598: Practical Statistical Learning
  2. Elements of Statistical Learning

Deep Learning

  1. Deep Learning Specialization (Andrew Ng)
  2. Deep Learning (Goodfellow)

Mathematical Logic & Computation Theory

  1. Introduction to the Theory of Computation, Feb. 2019, Sep. 2020

  2. The Logic Book, Nov. 2017, Jul. 2019, Sep. 2020

  3. The Annotated Turing, Nov. 2017, Sep. 2020

  4. Gödel’s Proof, Nov. 2017, Sep. 2020

  5. Fundamentals of Lambda Calculus & Functional Programming in JavaScript, Feb. 2019

  6. Automata Theory - Stanford Online

  7. A New Kind of Science, Nov. 2017

  8. Computers and Intractability

  9. Introduction to Automata Theory, Languages, and Computation

  10. Elements of Information Theory

UIUC Master of Computer Science

2020.01 - 2022.12

CourseSemesterScoreGradeA+ Cutoff
CS 418: Interactive Computer GraphicSpring 202098A+96.67
STAT 420: Methods of Applied StatisticsSummer 202099.5A+99.5
CS 498: Applied Machine LearningFall 2020100AExtra HW
CS 598: Advanced Bayesian ModelingSpring 202196.9A+95
CS 435: Cloud NetworkingFall 202196.44A99
CS 412: Introduction to Data MiningSpring 202293.7A95
CS 519: Scientific VisualizationSummer 202297.96A98
CS 598: Practical Statistical LearningFall 202297.39ANo A+

Computer Systems

Circuit Logic

  1. The Elements of Computing Systems (Project 1 - 5), Feb. 18-20 2019

    Combinatory Logic; ALU; Register & Memory; CPU

  2. Computer Systems: A Programmer’s Perspective (Chapter 4), Jul. 2019

  3. Code: The Hidden Language of Computer Hardware and Software, Nov. 2017

  4. Build an 8-bit computer from scratch, Spring Festival Holidays, 2019

  5. Feynman Lectures On Computation Feb 2019

Assembly and Virtual Machine

  1. Computer Systems: A Programmer’s Perspective (Chapter 2 - 3), Mar. 2019

    Selected Implementation

  2. The Elements of Computing Systems (Project 6 - 8), Jun. 2019

    Codes: Project 6 (Assembly Compiler), May 22 2019, Project 7-8 (Virtual Machine Compiler), Jun. 14 2019

Languages and Compilers

  1. Stanford CS143: Introduction to Compiler (Week 2 - 4), Feb. 2019

  2. The Elements of Computing Systems (Project 10 - 11), Jun. 2019

    Codes: Project 10 (Parser), Jun 21 2019, Project 11 (Generator), Jun. 26-27 2019

  3. JISON: Generating Parser using LL LR SLR LALR used in Jison, May 2019

    By far, parsing techniques is the hardest part of this learning journey, the main reason might be the lack of ideal learning materials. Things are taught too abstract and too little examples are presented.

    How to distinguish LL LR SLR LALR?

  4. Babel: Babel Parser, Babel Traverse, Babel Generator, Jun. 2019

    Babel Parser is for parsing JavaScript, using Recursive Descent Algorithm.

  5. Vue.js: Parser for HTML used in Vue.js, Jun. 2019

    Codes: Rewrite

  6. KaTeX: Parser for LaTex used in KaTex, Jun. 2019

  7. Math.js: Parser for Mathematical Expression used in Math.js, Jun. 2019

  8. Wrote a tiny Mathematica-like computer algeba system for educational purposes. Implemented some rudimental algebra like Simplify, Expand / Factor and Solve functionalities. Jan. 2020

Algorithms and Data Structures

  1. Accelerated Computer Science Fundamentals Specialization (Coursera), Aug. 2019

  2. Introduction to Algorithms (CLRS)

Computer Graphics

Font & Typesetting

  1. Font Metrics, Important Unicode Codepoint

  2. The TeXbook, Jul. 2019, Dec. 2019

  3. KaTeX : typeset LaTeX using HTML (table) and CSS struct

  4. MathJax : typeset LaTeX into HTML and SVG format

  5. Wrote a typesetting system which basically is a lighter version of MathJax, Dec. 2019

  6. Fixed a minor bug in MathJax (merged into master) when outputing square root

Computer Graphics

  1. UIUC CS 418 Interactive Computer Graphics, Spring 2020

  2. three.js 3D Graphics Library, Mar. 2020

  3. GSAP Javascript Animation Library, Mar. 2020