Popular repositories

1. 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

2. 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

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. Examining-Left-digit-Bias Examining-Left-digit-Bias Public

   Based on the replication of left-digit bias in bargaining setting, the paper further investigates the presence of middle-digits bias. The bias is present and exhibit an opposite effect in cheap and…

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5. 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

6. Police-Shooting-Data-Visualization Police-Shooting-Data-Visualization Public

   A visualization system that displays the time trend and the geological distribution of police shootings. Provided multiple views that illustrate the certain characteristics of the criminal and the …

   Jupyter Notebook