Skip to content

A linear algebra, statistics, and calculus library built from scratch with the end goal of building an optimized ML library. Doing this to better my own mathematical and programming abilities.

Notifications You must be signed in to change notification settings

mhrrs/from_scratch

Repository files navigation

Description: This repo is a project to build my ability to code things from zero knowledge with no LLM usage.

Why?:

  • I've become dependent on using LLMs for quick fixes and have lost knowledge over the smaller details
    • C++
    • memory management
  • I desire a challenge and the ability to confidently implement something end-to-end

What Kind of Projects To Expect:

  • Machine Learning
  • Deep Learning
  • Art Design (like continuation of my spectral design app)
  • Physics Sims

Session 1:

  • basic ML algos
  • parallelism
  • multi-threading/mutex/race conditions
  • templates
  • operator overloading
  • memory allocation
  • smart pointers

About

A linear algebra, statistics, and calculus library built from scratch with the end goal of building an optimized ML library. Doing this to better my own mathematical and programming abilities.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages