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1. DreamerV2 DreamerV2 Public

   Implementation of the Model-based RL paper "Mastering Atari with Discrete World Models" in PyTorch, tested on Atari Games via ALE.

   Python

2. MiniCrafter MiniCrafter Public

   A compact and efficient reinforcement learning environment based on the original Crafter, designed for faster research and experimentation.

   Python 1

3. Exploring-Mental-Health-Data Exploring-Mental-Health-Data Public

   A machine learning project to predict depression status based on demographic, lifestyle, and mental health features using LightGBM with Optuna for hyperparameter tuning.

   Jupyter Notebook

4. Pulsar-Star-Predictor-for-Scientists Pulsar-Star-Predictor-for-Scientists Public

   This project uses advanced machine learning algorithms to accurately differentiate pulsar candidates from spurious noise, leveraging data collected by sophisticated astronomical detectors. Addition…

   Jupyter Notebook

5. Loan_Approval_Competition Loan_Approval_Competition Public

   In this competition, we develop a machine learning model to predict loan default likelihood by analyzing borrower attributes such as age, income, and credit history, applying feature engineering a…

   Jupyter Notebook

6. francesco481/predict-insurance francesco481/predict-insurance Public

   Jupyter Notebook 1