data-analysis

Anomaly Detection

1 Point Anomaly Detection - Grubbs' test 2 Collective Anomaly Detection 2.1 Anomaly in timeseries - Seasonal Hybrid ESD algorithm 2.2 Distance-based Anomaly Detection 2.2.1 Global Anomaly - Largest Distance 2.

Real Estate Market Data Analysis

Develope data products to help Airbnb hosts to determine listing prices.

Variational Gaussian Mixtures

Clustering under the variation inference framework.