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1. Stochastic-gradient-descent-with-Barkers-dynamics Stochastic-gradient-descent-with-Barkers-dynamics Public

   Bachelor thesis in Artificial Intelligence. Stochastic gradient descent with Barker dynamics: an empirical study on Neural Networks training

   Python

2. OrchestraChess OrchestraChess Public

   Chess engine written in Rust. Reached 2300+ Elo rating on Lichess in blitz (98th percentile of weekly active human players).

   Rust 3 2

3. Robustness-and-finetuning Robustness-and-finetuning Public

   Investigation of the impact of different pre-training methods and data augmentation techniques on an image classification task

   Jupyter Notebook

4. Potts-model-phase-transitions Potts-model-phase-transitions Public

   Numerical study of the Potts model using Monte Carlo methods. Found evidence of a phase transition whose nature depends on the number of states.

   Jupyter Notebook

5. spring-projects-2024/wiki-savvy-rag spring-projects-2024/wiki-savvy-rag Public

   Finetuned an LLM to build a Wikipedia-backed RAG system expert about STEM subjects. Features a streamlit demo.

   Jupyter Notebook 7