miao-wang-trista Goto Github PK

airbnb_listing_recommender

Content-based recommender & Collaborative filtering

aspect-based-sentiment-analysis

ABSA is a more complex task than traditional text-level sentiment analysis. It focuses on identifying the attributes or aspects of an entity mentioned in a text, together with the sentiment expressed towards each aspect.

covid_visualization

We developed a web app from scratch, where users are able to interact with different indicators and filters to get an intuitive understanding of how things are going via the dynamic presentation of line charts, bar charts, bubble map and histogram. We chose metropolitan France as our main focus.

github-slideshow

A robot powered training repository :robot:

hello-world

influence-maximization-on-graph-data

Influential nodes identification & CELF implementation

miao-wang-trista.github.io

mirror_safe

ml_multiclass_email_classficiation

Classify an email into eight classes based on the metadata extracted from the emails. Based on a Kaggle competition: https://www.kaggle.com/c/centralesupelec-ml-course

predictions-on-citation-links

By the virtue of graph structure, we aim to classify whether there is a citation link between two research papers

semantic_segmentation_kaggle

Segment features around residential buildings in UAV images of flooded area taken in Houston after Hurrican Harvey. Based on: https://www.kaggle.com/c/fdl21-fdl-dsba

solid_added_coordinate_descent_algorithm

We added one more algorithm to SOLID, a open-source package for advanced optimization algorithms

steganography-in-images

Steganography is the practice of hiding information inside something normal-looking. Cybercriminals use steganography to hide stolen data or malicious code in images, audio files and other media.