Git Product home page Git Product logo

higher-mathematics's Introduction

Higher-Mathematics

This repository is for storing my handwritten or LaTeX notes, labs, and projects of Higher Mathematics during my studies at ITMO University.

Important

To clone and use this repository files locally, you need to have Git LFS installed, as all PDF and PNG files are stored using Git LFS.

Mathematical Analysis

During this course I gained deep understanding of the fundamental concepts of mathematical analysis, including limits, derivatives, integrals, series, it goes on.. . The rigorous training helped me develop strong analytical and problem-solving skills, which are essential for any advanced study in mathematics and its applications in programming. The course projects and assignments also improved my ability to apply theoretical knowledge to practical problems.

Note that not all noted and projects made it up there. 80% of notes i have handwritten laying at home, but at 1st semester i had some energy and enthusiasm to upload it here :)

Linear Algebra

The Linear Algebra course was pivotal in understanding vector spaces, linear transformations, and matrix theory. This knowledge is crucial for fields such as computer graphics, machine learning, and systems theory. Through this course, I enhanced my computational skills and learned how to approach and solve complex problems systematically.

Note that not all noted and projects made it up there. 80% of notes i have handwritten laying at home, but at 1st semester i had some energy and enthusiasm to upload it here :)

Optimisation algorithms

In this course, I learned and implemented various optimization methods, including genetic algorithms and techniques for solving the traveling salesman problem and transport network optimization problems. This hands-on experience with optimization algorithms greatly enhanced my programming skills in Rust and Python and my understanding of efficient algorithm design. Hopefully it would help me in developing my own neural networks and solving practical transportation problems in the future.

it's okay to not understand
it's not okay to not try to understand)
©Boris Dvorkin

higher-mathematics's People

Contributors

worthant avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

higher-mathematics's Issues

:recycle: Refactor structure

  1. divide into representative folders - not just a mess of pdf's
  2. write about git lfs in readme
  3. cleanup old files stored in git tree
  4. move as much to google drive as possible

Add submodules

  1. for optimisation methods
  2. for mathematical statistics
  3. for computational maths

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.