Mingjun Zhong's repositories
transferNILM
Transfer Learning for Non-Intrusive Load Monitoring
seq2point-nilm
Sequence-to-point learning for non-intrusive load monitoring
NeuralNetNilm
Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)
abdn-hpc
University of Aberdeen HPC Cluster User Guides
abdnMarks
used to create marksheet plots for Aberdeen CS department
antgen
AMBAL-based NILM Trace generator
approximate_joint_diagonalization
parallel joint diagonlization
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-causality-algorithms
An index of algorithms for learning causality with data
Brain-Inspired-Deep-Imitation-Learning-for-Autonomous-Driving-Systems
Autonomous driving vehicles have drawn a great deal of interests from both academia (e.g. Oxford, MIT) and industry (e.g. Google, Tesla). However, we find that it is very difficult to directly achieve fully autonomous driving (SAE Level 5) due to generalised knowledge. To deal with the problem, deep imitation learning is a promising solution which learns knowledge from the demonstration of human. In this project, we worked on how to use deep imitation learning to achieve vehicle dynamic control (e.g. steering angle, speed). We used a dataset and simulator provided by Udacity (https://github.com/udacity/self-driving-car-sim) and the real-world comma.ai dataset.
dns-panoramic-images
Data set used in "A study on tooth segmentation and numbering using end-to-end deep neural networks"
keras-ncp
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
matrix-capsules-with-em-routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
mimic_sepsis
Sepsis cohort from MIMIC dataset
MingjunZhong.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
MONAI
AI Toolkit for Healthcare Imaging
polar_bears_django
A python web application with Django using polar bear data
probabilistic_robotics
solution of exercises of the book "probabilistic robotics"
pycaret
An open-source, low-code machine learning library in Python
PythonRobotics
Python sample codes for robotics algorithms.
qndiag
Quasi-Newton algorithm for joint-diagonalization
sarle-labeler
Automatic extraction of structured labels from radiology reports. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."
temperature_stories_django
A python Django web application for converting temperatures and generating stories
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
trDesign
trRosetta for protein design
trRosetta
A package to predict protein inter-residue geometries from sequence data