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OrchestraChess
OrchestraChess PublicUCI-compliant chess engine written in Rust. Reached 2300+ Elo rating on Lichess. Features a Pygame GUI.
Rust
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spring-projects-2024/wiki-savvy-rag
spring-projects-2024/wiki-savvy-rag PublicFinetuned an LLM to build a Wikipedia-backed RAG system expert about STEM subjects. Features a streamlit demo.
Jupyter Notebook 4
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Entropic-Optimization-Algorithms
Entropic-Optimization-Algorithms PublicStudied a class of entropic optimization algorithms for deep learning, in the unsupervised learning setting. Found evidence that they improve generalization and denoising capabilities of autoencoders.
Jupyter Notebook 2
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Single-Cell-Sequencing-Analysis
Single-Cell-Sequencing-Analysis PublicAnalyze single-cell sequencing data and predict hypoxia/normoxia condition of cancerous cells. Presented at the Department of Oncology of Oxford University in July 2022.
Jupyter Notebook
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Robustness-of-Minima-and-Finetuning
Robustness-of-Minima-and-Finetuning PublicIn deep learning, investigate the impact on finetuning performance of the robustness of a pretrained checkpoint to random and adversarial perturbations of inputs and weight.
Python
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Potts-model-and-phase-transitions
Potts-model-and-phase-transitions PublicNumerical study of the Potts model using Monte Carlo methods. Found evidence of a phase transition whose nature depends on the number of states, confirming analytical results.
Jupyter Notebook
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