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1. transformer transformer Public

   Transformer model developed from scratch for a translation task. The design is heavily inspired by the original transformer model described in the seminal paper "Attention is All You Need".

   Jupyter Notebook

2. mini-gpt mini-gpt Public

   The goal of this project was to implement the encoder only transformer in order to recreate a mini version of GPT.

   Jupyter Notebook

3. box2d box2d Public

   This project contains the implementation of reinforcement learning algorithms to solve the Lunar Lander and Bipedal Walker environments using the DQN and DDPG algorithms respectively.

   Jupyter Notebook 1

4. classic-control classic-control Public

   This project demonstrates the use of Q-learning and Deep Q-Networks (DQN) to solve several classic control environments provided by OpenAI Gym. The project includes the following Jupyter notebooks

   Jupyter Notebook

5. car-detection-yolo car-detection-yolo Public

   This project applies YOLOV2 for car detection using the Keras version from allanzelener/YAD2K.

   Jupyter Notebook 1

6. hibo-mistral-7b-fc hibo-mistral-7b-fc Public

   Dataset and model fine-tuning for function calling

   Jupyter Notebook