KhamessiTaha/HRTU2-Pulsar-Detection
A comprehensive machine learning pipeline for detecting pulsars in the HTRU2 dataset.
This project helps radio astronomers and astrophysicists automatically identify pulsars from large radio survey datasets. By inputting raw astronomical signal data (like from the HTRU2 survey), it outputs a classification indicating whether a signal is a pulsar or a non-pulsar, along with insights into which signal characteristics were most important for the decision. This allows researchers to quickly sift through vast amounts of data and focus on promising candidates for further study.
No commits in the last 6 months.
Use this if you need a robust, automated way to classify potential pulsars from radio telescope data, especially when dealing with imbalanced datasets where pulsars are rare.
Not ideal if you need to analyze highly specialized signal types beyond the typical integrated profile and DM-SNR curve statistics, or if your primary interest is in real-time signal processing rather than post-survey analysis.
Stars
7
Forks
—
Language
Python
License
MIT
Category
Last pushed
Jun 29, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/KhamessiTaha/HRTU2-Pulsar-Detection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
mitre-atlas/atlas-website
Source and static code for the MITRE ATLAS website
yqiuu/spectuner
A tool for automated spectral line analysis of instellar molecules.
kesslerlib/kessler
A machine learning library for spacecraft collision avoidance
esa/masconCube
Learn asteroids' geodesy from gravitational acceleration
BjornMelin/stardex
🌟 Stardex: Explore GitHub Stars Intelligently. Stardex is a powerful web app that lets you...