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Steffanic/README.md

Hey there! πŸ‘‹

  • πŸ“š I’m currently working on finishing my PhD in Particle Physics πŸ“š
  • πŸ€– I’m looking for a job in Machine Learning πŸ€–
  • πŸ’¬ Ask me about using Machine Learning in Physics! πŸ‘‚
  • πŸ“« How to reach me: πŸ“§ steffaniccodes@gmail.com 🐦 @SteffanicCodes
  • πŸ•ΈοΈ Check out my website: steffanic.com
  • πŸ˜„ Pronouns: he/him

I'm focusing on finishing my PhD and getting as much experience with Machine Learning Research and good software engineering practices as I possibly can in the meantime. Check out my project repositories, here are a couple that I would like to highlight:

  • Streamlit Geolocation Button A streamlit component for requesting GPS location from a user. It has >500 downloads so far! 😁

  • Generative Color Swatch Transformer Using the transformer architecture to model color palettes trained on palettes from the excellent palettable package. I've included a sample gif below, and you can try it out at steffanic.github.io/SwatchTransformer/, too!

  • MCTS Monte Carlo Tree Search implemented in Python along with 9x9 TicTacToe and CartPole. TicTacToe was solved easily, but CartPole is intractable(as expected) even with a discretized observation space.

  • Vertical Drying Physics simulation written in C++ with OpenMPI. Crystal formation via evaporating a suspension of rod-like molecules at various rates.

Patrick's github stats

Color palette transformer

TTTMCTS

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  1. SwatchTransformer SwatchTransformer Public

    Jupyter Notebook

  2. MCTS MCTS Public

    Jupyter Notebook

  3. VerticalDrying VerticalDrying Public

    A small set of scripts to run a parallel simulation of a suspension of sticks in an evaporating fluid. Related to condensed matter physics and crystal formation.

    C++

  4. redditTraders redditTraders Public

    This repository searches for stock symbols on reddit and presents the hits/day together with the stock price. STONKS!!!

    Python 3 1

  5. AliPhysics AliPhysics Public

    Forked from alisw/AliPhysics

    ALICE Analysis Repository

    C++

  6. Jet-Hadron-Correlations-and-Identified-Particle-Ratios Jet-Hadron-Correlations-and-Identified-Particle-Ratios Public

    Python 1