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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

awesome-causality-data

A data index for learning causality.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bioinformatics-splicing

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.

causalvib

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid19-vent-list

A list projects to make emergency ventilators in response to COVID-19, focusing on free-libre open source

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

deep_learning

dns-panoramic-images

Data set used in "A study on tooth segmentation and numbering using end-to-end deep neural networks"

dragonnet

goodwinoscillator

hello-world

This is an example project

homework_fall2019

iaml

Introductory Applied Machine Learning - Course @ University of Edinburgh

iaml2017

Introductory Applied Machine Learning (INFR09029)

ibm-causal-inference-benchmarking-framework

Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code

keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

latentbayesianmelding

Latent Bayesian melding for non-intrusive load monitoring (energy disaggregation)

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

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