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1. EPFLLaMA EPFLLaMA Public

   EPFLLaMA: A lightweight language model fine-tuned on EPFL curriculum content. Specialized for STEM education and multiple-choice question answering. Implements advanced techniques like SFT, DPO, an…

   Jupyter Notebook

2. Bird-Song-Classification-Using-Spectral-Analysis-and-CNNs Bird-Song-Classification-Using-Spectral-Analysis-and-CNNs Public

   Automated classification of bird species using audio spectral analysis and deep learning with CNNs. Processes bird song data to identify species with high accuracy.

   Python

3. Resume-Builder Resume-Builder Public

   A LaTeX-based automated system for maintaining multiple versions of your resume with different project combinations with the help of GitHub Actions

   TeX 24 2

4. Pricing-of-Some-Exotic-Options Pricing-of-Some-Exotic-Options Public

   Pricing of geometric and arithmetic basket calls using monte carlo methods with control variates, and application on Equity Linked Notes.

   Jupyter Notebook 5

5. CartPole-A2C-reinforcement-learning CartPole-A2C-reinforcement-learning Public

   This repository contains the implementation of the K-workers, n-step Advantage Actor-Critic (A2C) algorithm applied to the CartPole environment, as part of a reinforcement learning project for the …

   Jupyter Notebook 1

6. Optimization-For-Machine-Learning Optimization-For-Machine-Learning Public

   Implementations of advanced optimization algorithms including FISTA, Mirror Descent, and Power Method, with theoretical analysis and visualizations

   Jupyter Notebook