Pinned

1. gnn_scheduler gnn_scheduler Public

   Solving the Job-Shop Scheduling Problem (JSSP) with Graph Neural Networks (GNNs).

   Jupyter Notebook 10

2. job_shop_lib job_shop_lib Public

   An easy-to-use and modular Python library for the Job Shop Scheduling Problem (JSSP)

   Python 9

3. tabular_rl tabular_rl Public

   A simple Reinforcement Learning framework to decouple agents from environments in discrete-state settings with implementations of double Q-learning and policy iteration through dynamic programming.

   Python 5

4. captcha_competition captcha_competition Public

   ResNet + Transformer with PyTorch to predict characters from synthetic captcha. Kaggle competition for the Machine Learning II course.

   Jupyter Notebook 3 1

5. dlfs dlfs Public

   Implementation from scratch (using numpy arrays) of a framework based on keras interface which allows to build and train Fully Connected Networks and Convolutional Neural Networks (CNNs).

   Python 3 3

6. ask-youtube-playlists ask-youtube-playlists Public

   A Question-Answering application designed for YouTube playlists, leveraging a local vector database with NumPy files, and built using HuggingFace and LangChain for backend processing. Streamlit is …

   Python 2