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Ricky Ma's Projects

chatbotanalytics icon chatbotanalytics

Exploratory data analysis and interactive model-understanding and evaluation tool for chatbot training data and feedback

covidai icon covidai

Automatic Covid19 detection using patient lung X-rays, implemented with ResNet152 transfer learning on a PyTorch framework

cpsc422-advanced-ai icon cpsc422-advanced-ai

CPSC422: AI2 - Intelligent Systems, taught by Giuseppe Carenini at UBC, Spring 2020

decentralizedrl icon decentralizedrl

Decentralized temporal-difference reinforcement learning over randomly reshuffled topology

epidemic-matrix-completion icon epidemic-matrix-completion

Recovery and prediction of missing and incomplete epidemiological data using matrix completion and low-rank SVD

exam-scheduler icon exam-scheduler

A simplified version of an exam scheduler for UBC with building and rooms modeled to allow for different room and class sizes. Minimizes the number of exam conflicts among the students.

hotspot icon hotspot

Easily practice social distancing by seeing the busiest crowds in town - and avoiding them

impersonator icon impersonator

Haskell implementation of text generation based on syntactic style and lexical frequency of a given source document.

mlmodelcomparison icon mlmodelcomparison

Comparison of machine learning models built from scratch, trained and tested on the MNIST dataset. Models and techniques implemented include KNN, regression, SGD, PCA, SVM, MLP, and CNN.

nlpstonks icon nlpstonks

Time-series stock market forecasting with news headlines

oddobjects icon oddobjects

Unsupervised anomaly detection on COCO-style masked objects, comparison of results using various state-of-the-art deep autoencoders

producergan icon producergan

AI-generated audio for producers using a generative adversarial network trained on various audio samples

relevents icon relevents

A social event organization and exploration app, connecting university clubs to students with a personalized event-feed

udemynlp icon udemynlp

Tweet sentiment analysis using Tensorflow and Keras CNN backend.

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