Irene XiangYi Chen

:radio: Proof-of-concept project for detecting and classifying hyperbolas in ground penetrating radar (GPR) data.

News event-driven stock prediction

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:chart_with_upwards_trend: Implementations of ML deep learning models for stock trading and mutual funds trend predictions.

Code Sentence Embedding repository for submission at IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 21))

A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)

:octocat: My links, opportunities and resources accumulated over the years for the software/tech job search.

:black_nib: Art machine—input any digital picture, get it physically drawn.

Join the GitHub Graduation Yearbook and "walk the stage" on June 11.

:game_die: Using neural networks to master the tile-laying game of Azul.

Vulnerability Static Analysis for Containers

Convert object detection datasets to different formats

A Keras implementation of YOLOv3 (Tensorflow backend)

Reference implementations of popular deep learning models.

:bar_chart: ElevAIte, generates AI elevator pitch, interview and presentation analytics, built during HackThe6ix 2018

:eyes: OccuBOT is a python-based web app implementing human and facial recognition with OpenCV, developed at Hack the North 2017

:video_game: Android mobile game that challenges cognitive aspects of the player, winner of AppJam 2016

:ledger: uWaterloo courses scraper and mapper tool for easier degree planning

Image classifier retraining Tensorflow's Inception-v3 model, classifies sailboats, buoys and water, to participate in the International Robotic Sailing Regatta 2018.

Degree Tracker is a credit progress tracker with the goal to simplify uWaterloo students with their course planning. Some of the features include the tracking of completed and required courses, personalized for their degree. As well, students are able to select Minors and Options to explore their respective requirements.

A starter template for TypeScript and Node with a detailed README describing how to use the two together.

Food tracker

Example repository, as referenced from my blog.

Robot vacuum simulator, usage of Abstract Factory, Builder, Singleton and Observer design patterns.

Learning, testing and applying design patterns