scienceguyrob

PulsarFeatureLab

A framework useful for extracting machine learning features from pulsar candidate files (.PHCX and .PFD).

AI4AstroMasterclass

A Jupyter notebook containing a machine learning tutorial for Pulsar classification. The notebook was written to support a masterclass delivered to students at Edge Hill University on November 14th 2019.

GHVFDT

A classifier for class imbalanced data streams.

ioc-techup

A series of tutorials written for the Institute of Code's TechUP Programme.

RTMLResources

Resources for the first Radiotherapy Machine Learning (RTML) Network event.

Stuffed

A framework useful for evaluating static and streaming classifiers, on large and unlabelled datasets.

ImbalancedLearningInAstronomy-SupportingSource

A jupyter notebook support my talk at EWASS 2018.

50YearsOfCandidateSelectionIAUMaterial

A notebook supporting my IAU talk.

ABigDataPipelineForHighVolumeScientificDataStreams-SupportingPythonSource

A Big Data Pipeline for High Volume Scientific Data Streams - Supporting Python Source

GeneralPulsarScripts

KnownSourceMatcher

A set of python scripts used to match pulsar candidates in PFD or PHCX format, to known sources.

LOTAASClassifier

A classification tool for LOTAAS.

Outreach

Outreach materials for a variety of sessions.

ProgrammingTasterEHU

The materials for an online taster session for prospective EHU students.

PulsarFeatureExtractor

Extracts eight features from PHCX and PFD pulsar candidate files.

PulsarSurveyDB

Code for the PulsarSurveyDB website.

SKA-TestVectorGenerationPipeline

A software pipeline used to generate SKA like pulsar observations. These are used to test CSP.PSS modules.

SKA-TestVectorGenerationPipelineInterface

SKANIP_Data_Models