scienceguyrob Goto Github PK

50yearsofcandidateselectioniaumaterial

A notebook supporting my IAU talk.

abigdatapipelineforhighvolumescientificdatastreams-supportingpythonsource

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

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.

generalpulsarscripts

ghvfdt

A classifier for class imbalanced data streams.

imbalancedlearninginastronomy-supportingsource

A jupyter notebook support my talk at EWASS 2018.

ioc-techup

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

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.

pulsarfeaturelab

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

pulsarsurveydb

Code for the PulsarSurveyDB website.

rtmlresources

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

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

stuffed

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