Yingchen (Eric) Ma's repositories
tdvrptw-snrpga2
Python implementation of the genetic algorithm SNRPGA2 for the Time-Dependent Vehicle Routing Problem with Time Windows (TDVRPTW).
mdice_pavement_assessment
Contains code for M-DICE (Michigan-Data Informed Cities for Everyone) road repairment project, including crack detection and policy proposal.
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
t-SNE_viz_credit_card_fraud
Project for MLH Local Hack Day: Build (January 10-18, 2021). Script to visualize classification of credit card transactions as either fradulent or non-fraudulent in 2 and 3 dimensions using t-SNE.
476-final-project
Final project for EECS 476 W20: using clustering and community detection to analyze communities of gamers on Twitch.
anxiety-twitter-analysis
Project to investigate the relationship between features of tweets that seek mental health support for anxiety, and the likelihood to receive tweet engagement and supportive replies.
FID-Model-Handling
Repository for the Fake Information Model Handling Part of my Master Thesis
Neural-Processes
This repository contains PyTorch implementations of Neural Process, Attentive Neural Process, and Recurrent Attentive Neural Process.
fmm
Fast map matching, an open source framework in C++
mhacks-13-project
Project for MHacks 13 (August 21-23, 2020): Ciao!, a skills exchange platform (note: the site is offline as of September 2020).
mumin-graph-attention
Experiments to try to improve graph classification for MuMiN dataset.
tic-tac-toe-game
Project for MLH Local Hack Day: Build (January 10-18, 2021). A simple, command line based game of Tic-Tac-Toe, written in Python.
traj-dist
A python package for computing distance between 2D trajectories.
yma17.github.io
Personal website for Yingchen (Eric) Ma