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1. AI-LLM-Driven-NPC-Generation-A-Virtual-Village-Simulation AI-LLM-Driven-NPC-Generation-A-Virtual-Village-Simulation Public

   This project explores the use of artificial intelligence to generate realistic non-player characters (NPCs) in a virtual village environment. The NPCs are designed to interact autonomously, creatin…

   Python 16

2. Hierarchical-Federated-Learning-to-Forecast-Soil-Water-Levels Hierarchical-Federated-Learning-to-Forecast-Soil-Water-Levels Public

   This project involves the development and optimization of an LSTM model for 5-hour forecasts on real agricultural time series (2000-3000 entries). The model is integrated into a custom-made Hierarc…

   Jupyter Notebook 1 1

3. Kaggle-Winning-Project-Forest-Type-Classification Kaggle-Winning-Project-Forest-Type-Classification Public

   This project aims to classify forest cover types using environmental and spatial features. It was developed as part of Polytechnique APM 51053 EP course and demonstrates end-to-end ML workflow impl…

   Jupyter Notebook 1 1

4. Small-Langage-Model-Finetuning-for-Summarization Small-Langage-Model-Finetuning-for-Summarization Public

   Pipeline to generate a French summarization dataset with Qwen2.5-32B-Instruct, then fine-tune lightweight models (T5-base, mT5-base, Qwen-0.5B) using LoRA (4-bit quantization, r = 8–128). We compar…

   Jupyter Notebook

5. Deep-RL-Agents-for-Cathedral-Board-Game Deep-RL-Agents-for-Cathedral-Board-Game Public

   Deep RL agents for the Cathedral board game: self-play DQN & PPO, plus curriculum and representation learning experiments.

   Jupyter Notebook

6. DevZoneX/face-to-emojis DevZoneX/face-to-emojis Public

   Jupyter Notebook 1