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1. SCIMAI-Gym SCIMAI-Gym Public

   A Python library for supply chain inventory management using deep reinforcement learning, inventory policies, and operations research methods.

   Jupyter Notebook 107 24

2. DataHow-Machine-Learning-Engineer-Coding-Challenge DataHow-Machine-Learning-Engineer-Coding-Challenge Public

   A machine learning pipeline for predicting monoclonal antibody titer from bioprocess data, including feature engineering, model evaluation, and a FastAPI inference service.

   Python

3. Word_Embeddings_Comparison_for_Sarcasm_Detection Word_Embeddings_Comparison_for_Sarcasm_Detection Public

   In this project, we propose a deep learning architecture for sarcasm detection, utilizing pre-trained word embeddings from three well-known models: Word2Vec, fastText, and GloVe.

   Jupyter Notebook

4. Deep_Learning_for_Bacteria_Identification_using_Raman_Spectroscopy Deep_Learning_for_Bacteria_Identification_using_Raman_Spectroscopy Public

   We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of over 78% and an antibiotic treatment identification accuracy o…

   Python 14 4

5. Trump_Twitter_Archive Trump_Twitter_Archive Public

   The task of this project is sentiment analysis using the Trump Twitter Archive.

   Jupyter Notebook 1

6. Supermarket_Queue_Simulation Supermarket_Queue_Simulation Public

   This project aims to study and compare the different types of queues commonly used in supermarkets.

   JavaScript