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1. build_llms_from_scratch build_llms_from_scratch Public

   The objective is to construct a GPT-2 medium model, initialize it with pre-trained weights from OpenAI, and then fine-tune it for a specific purpose: answering questions about the books I have read.

   Jupyter Notebook 1

2. lie-detection lie-detection Public

   Forked from santiviquez/lie-detection

   Using 13 datasets from 13 different phycological tests to identify fake answers. Analyse if predictors are unreliable and model dependent.

   Jupyter Notebook 1

3. block_coordinate_gradient_descent_semisupervised block_coordinate_gradient_descent_semisupervised Public

   Study of gradient descent and block coordinate gradient descent to approach a semi-supervised classification problem

   Jupyter Notebook 1

4. superstore-analysis superstore-analysis Public

   The aim of this work is to analyze a dataset of purchases in an anonymous online store. The analysis will consist of data cleaning, exploratory data analysis (EDA), a simple case of linear regressi…

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5. white_box_attack_on_MNIST white_box_attack_on_MNIST Public

   Study of first order Frank-Wolfe algorithms to solve constrained non-convex problems in the context of white-box adversarial attacks.

   Jupyter Notebook 1

6. yashi_game yashi_game Public

   yashi game complete implementation

   Jupyter Notebook 1