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Rubiksman78/README.md

Hello there, welcome to my Github space 👋

I'm an engineer student in France and I 💟 Artificial Intelligence.

That's why I do a lot of little projects where I try to discover new things in Machine Learning

📝 Published papers

  • Sithakoul, S., Meftah, S., Feutry, C. (2024). BEExAI: Benchmark to Evaluate Explainable AI. In: Longo, L., Lapuschkin, S., Seifert, C. (eds) Explainable Artificial Intelligence. xAI 2024. Communications in Computer and Information Science, vol 2153. Springer, Cham. https://doi.org/10.1007/978-3-031-63787-2_23

🌱 I'm currently learning

  • Speech Recognition and TTS
  • NLP: Conversational AI
  • Computer Vision: GANs, CNN, Diffusion models
  • Machine Learning Algorithms: Random Forests, Gradient Boosting...
  • Optimization Algorithms: Branch&Bound, Simulated Annealing, Genetic Algorithms, MCTS
  • Physics Informed Neural Networks
  • Explainable AI (XAI) and evaluation methods

💻 Coding

I do most of my projects in Python with Machine Learning frameworks:

  • Pytorch
  • Tensorflow
  • Scikit-learn
  • OpenCV

📫 How to reach me

Samuel Sithakoul | LinkedIn

Samuel’s github stats

Top Langs

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  1. SquareResearchCenter-AI/BEExAI SquareResearchCenter-AI/BEExAI Public

    Benchmark to Evaluate EXplainable AI

    Python 14

  2. PINN_torch PINN_torch Public

    Pytorch implementation of Physics Informed Neural Networks and improvements

    Python 13 1

  3. MonikA.I MonikA.I Public

    Submod for MAS with AI based features

    Python 118 17

  4. Waifu_generator Waifu_generator Public

    Anime face generation: from simple GAN to GauGAN Conditional Generation

    Python 15 1

  5. CustomBB2 CustomBB2 Public

    Implementation of Conversational AI based on BlenderBot2

    Python 9 2

  6. RenAI-Chat RenAI-Chat Public

    VN Like Interface for Chatbots

    Python 65 4