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1. job_shop_lib job_shop_lib Public

   A modular Python library for creating, solving, and visualizing Job Shop Scheduling Problems.

   Python 24 1

2. gnn_scheduler gnn_scheduler Public

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

   Jupyter Notebook 17

3. 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 5 1

4. 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 4 3

5. 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 6

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 3