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jsalvasoler/README.md

Joan Salvà Soler

I am an ML Software Engineer at H2O.ai based in Vienna.

Check out my website, where I write more in detail about some of the projects here.

These are repositories of some of my personal and university projects, including:

  • A Visual Analogy Reasoning Model for the KiVA-ICCV challenge
  • Diffusion-Based Evolutionary Algorithms
  • An implementation of AlphaZero for Connect 4
  • A refactor of the karpathy/tinyGPT repo, with some further experiments
  • Transformer classifier for predicting the gender of a word
  • Heuristics for the Weighted Editing S-Plex problem
  • k-Minimum Spanning Tree through MILP Optimization
  • Vocabulary app for German learners
  • Letterboxd user comparison dashboard
  • Groups and projects optimizer
  • A rudimentary Simplex implementation with Matlab

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  1. difusco_ddea difusco_ddea Public

    Diffusion-Based Evolutionary Algorithms

    Python 1

  2. trigger_arc_tsp trigger_arc_tsp Public

    C++ Implementation of a GRASP algorithm for the Trigger Arc TSP problem

    C++ 1

  3. K-MST-with-MILP-optimization K-MST-with-MILP-optimization Public

    Solving the k-Minimum Spanning Tree problem using MILP techniques.

    Python

  4. exact_sarp exact_sarp Public

    Implementation of the algorithms proposed in the research project "Exact Methods for the SARP problem". The following is the abstract of the project.

    Python 2

  5. A0C4-alphazero-for-connect-4 A0C4-alphazero-for-connect-4 Public

    An implementation of AlphaZero for the game of Connect 4

    Python

  6. GregoireLamb/heuritic_optimization_sPlex GregoireLamb/heuritic_optimization_sPlex Public

    Assignement for lecture 192.137 Heuristic Optimization Techniques (VU 3,0) 2023W of TU Wien

    Jupyter Notebook 1