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1. Investigating-Parameter-Allocation-for-NLP-Adapters Investigating-Parameter-Allocation-for-NLP-Adapters Public

   Investigating Robustness of Parameter Allocation Strategies Across Scales: A Case Study on the Mix-And-Match Adapter

   Python 1

2. Recommendation-System-Capstone Recommendation-System-Capstone Public

   Base on deep learning implementation of collaborative filtering, enhance fairness in terms of closing performance gap across users from different subgroups of gender and age

   Python 2

3. Humana-Healthcare-Case-Competition Humana-Healthcare-Case-Competition Public

   Identification of high-risk patients unsuitable for medical procedure. Cleaned claims of inconsistent quality and built meta prediction model. Fairness adjusted AUC score ranked top 20% of more tha…

   Jupyter Notebook 1

4. Relational-Database Relational-Database Public

   An airline ticket system based on relational database, involves 20 functions for 3 different user types, with advanced features of system security and action verification.

   Python 1

5. Early-Mortality-Prediction-with-Stacking Early-Mortality-Prediction-with-Stacking Public

   Provide early mortality prediction for patients in ICU. Apply different stacking methods on multiple machine learning to investigate their effects and improve the final prediction

   Jupyter Notebook

6. Reinforcement-Learning Reinforcement-Learning Public

   Implementation of a few classic reinforcement learning algorithms, and a final project investigating the effect of hyperparameter choice on SAC performance

   Jupyter Notebook