This is a 2D adventure game where the player has to collect ingredients, try out different recipes, bribe greedy aliens and find the ultimate delicacy. Available on Mac, Windows and Linux.
Final project from CMU 15410/605 Operating System Design and Implementation. PebPeb is an operating system supporting user processes, threads, console/timer/keyboard drivers and para-virtualization.
We implemented a cross-platform MapReduce framework written in C++, and integrated several built-in machine learning algorithms (e.g. naive bayes, logistic regression etc.) on top of it.
We designed an algorithm combining PCA, SVM and ensemble method to predict cell type out of its scRNA-seq gene expression profile with an accuracy of 53.5%.