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๐Ÿˆ ๐Ÿš€ Quickstart machine learning notebooks for creating CatBoost models

Home Page: https://t3chflicks.medium.com/catboost-quickstart-ml-classification-f1d7fb70fea8

Jupyter Notebook 100.00%

catboost-quickstart's Introduction

About Me ๐Ÿ˜

Junior dev with varied interests.

Still searching for a specialization I can commit to while maintaining widely applicable skills.

Currently familair with many aspects of front-end development, back-end development, and ops.

๐Ÿ“ซ How To Reach Me

Drop me an email at my username at Gmail or a DM on Twitter if you need something.

I can provide other contact details if needed when there's a reason.

๐Ÿ’ผ Employment Status

Currently employed and not searching for anything at the moment.

๐Ÿ”ญ Stuff Iโ€™m Currently Working On

Mostly full-stack web projects that touch on different parts of the tech stack from the front-end to the back-end and ops.

Repositories

My repos have become a bit polluted with forks I plan to customize later but haven't gotten around to, among other things ๐Ÿ˜… Acive stuff is listed here.

๐Ÿ’ฌ Stuff You Can Ask Me About

There's much I'm still learning, but I might be able to help if you need assistance with implementing full-stack projects that follow the Jamstack (Next.js + Directus) pattern.

Or if you just need general debugging/troubleshooting help with something tech-related (remote assistance through something like AnyDesk is an option).

๐Ÿ‘ฏ Stuff Iโ€™m Looking To Collaborate On

  • PostCSS plugins
  • 3D assets for use in React Three Fiber projects

๐ŸŒฑ Stuff Iโ€™m Currently Learning

  • Web Development
    • Front-End
      • TamperMonkey (augmented browsing/site modding)
      • Zustand (state management, Redux DevTools)
      • Cannon.js (@react-three/cannon, 3D physics library)
      • React.js (2D rendering library)
        • React Three Fiber (3D rendering library based on Three.js & React.js)
        • Next.js (SSR)
      • PostCSS (CSS automation plugins, Sass support)
    • Back-End
      • Frameworks
        • Spring Boot
        • Laravel (with Composer dependency manager)
      • BaaS
        • Directus (SQL, REST, GraphQL, headless CMS, auth)
      • ORMs
        • Sequelize
        • Mongoose
    • Ops
      • Linux
      • Nix package manager
      • K3d
      • Devtron (CI/CD, DevOps in a box)
    • QA
      • JUnit, Jest, React Testing Library (unit & integration testing)
      • Chrome Puppeteer (E2E testing)
  • 3D Modeling
    • Blender
      • Hard surface modeling
      • Retopology
      • Animation workflows

๐Ÿค” Stuff Iโ€™m Looking for Help With

  • Architectural best practices for distributed systems
  • Procedural generation techniques for 3D assets

โšก Other Stuff That Sparks My Interest

  • Computational statistics & machine learning
  • Game development
  • P2P networking

๐ŸŽฎ My Hobbies

  • Tech
    • Game dev
      • Mostly a way to play around with and expand on mechanics I find interesting in games I play made by others.
  • Writing
    • Creative writing
      • Mostly short stories (some of which may see the light of day soon).
  • Art
    • 2D vector art
    • 3D modeling

Mainly playing around with automation techniques and procedural generation since I lack a traditional art background. Still leanring the essentials of perspective for 2D art, good topology for 3D (animated) art, and anatomy for both. I mostly practice with Bรฉzier curves or CSS for 2D stuff, and poly modeling for 3D stuff. No plans to get into traditional 2D drawing or 3D sculpting anytime soon.

catboost-quickstart's People

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