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lucascolas/README.md

👋 Hi there, I'm Lucas Colas

I'm a research master's student. I work in computer vision and deep learning at Polytechnique Montreal (UdeM) in collaboration with Intellident to use AI to generate dental crowns.

github contribution grid snake animation dark mode github contribution grid snake animation light mode

Expertise

Deep learning, medical imaging, computer vision, cloud computing and MLOps.

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Contact

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  1. AI-Ultimate-Tic-Tac-Toe Public

    An ultimate Tic Tac Toe. You can play against another human or against an AI : Minimax.

    Python 7

  2. Mountain-Car-Q-Learning Public

    Use Q-Learning to solve Mountain Car.

    Jupyter Notebook 3

  3. Machine-Learning-APS-Failure-at-Scania-Trucks Public

    Jupyter Notebook 1

  4. Poker-AI Public

    Several agents that can play poker (using probability, monte carlo, etc.) and clustering to get the types of poker players.

    Python 10 2

  5. Digit-Guesser Public

    Draw a digit on the GUI and and AI (Convolutional neural network) will guess the digit !

    Jupyter Notebook 1

  6. Transformers-from-scratch Public

    Transformers (encoder and decoder) and RNN GRU from scratch. Used for translation

    Jupyter Notebook 1