Space Hazard Detection ML Frameworks

ML tools and applications for detecting, predicting, and mitigating space-based hazards including asteroid detection, satellite collision avoidance, orbital debris tracking, and exoplanet identification. Does NOT include general astronomy datasets, space simulation frameworks, or non-ML space applications.

There are 33 space hazard detection frameworks tracked. The highest-rated is yqiuu/spectuner at 44/100 with 6 stars and 23 monthly downloads.

Get all 33 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=space-hazard-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	yqiuu/spectuner A tool for automated spectral line analysis of instellar molecules.	44	Emerging	6	Python
2	mitre-atlas/atlas-website Source and static code for the MITRE ATLAS website	41	Emerging	16	Vue
3	kesslerlib/kessler A machine learning library for spacecraft collision avoidance	38	Emerging	65	Python
4	esa/masconCube Learn asteroids' geodesy from gravitational acceleration	31	Emerging	3	Jupyter Notebook
5	BjornMelin/stardex 🌟 Stardex: Explore GitHub Stars Intelligently. Stardex is a powerful web app...	30	Emerging	13	TypeScript
6	chenchuw/CNN-SVM-HybridModel Boston University SPRG2022 EC503 - Learning from Data - Final Project	29	Experimental	10	MATLAB
7	JAPV-X2612/ECI-Centauri-Frontend React + TypeScript web app for AI-powered exoplanet detection. Features...	26	Experimental	3	TypeScript
8	harshilxd/Asteroid-Feature-Prediction Asteroid Feature Prediction Machine Learning Models	23	Experimental	2	HTML
9	KorKux1/Automated-Detection-of-Hazards Project on Automated Detection of Hazards for Space Apps Challenge 2020	23	Experimental	2	Jupyter Notebook
10	quant-aq/aeromancy ⚗️ Aeromancy: A framework for performing reproducible AI and ML	23	Experimental	11	Python
11	yaitsmesj/space-ml-sim Simulate AI inference on orbital satellite constellations under realistic...	23	Experimental	1	Python
12	godwinthomas11/Nasa-Space-Apps-Challenge Immersive WebVR space mission experience built using Unity, A-Frame, and...	22	Experimental	—	JavaScript
13	Devanik21/SpectraNova 🔭 Gemini-powered AI app to classify extraterrestrial radio signals and...	22	Experimental	—	Python
14	HayesYu/acoustic-monitoring This project investigates the relationship between LPBF manufacturing...	21	Experimental	2	MATLAB
15	william-h-oliver/astrolink A general-purpose algorithm for finding astrophysically-relevant clusters...	20	Experimental	13	Python
16	Snehil7903/asteroid-hazard-prediction End-to-end machine learning system for predicting potentially hazardous...	20	Experimental	1	Jupyter Notebook
17	adhamrafi3/Team-Atlas-Robotics- Compact contributions towards robotics in Bangladesh.	19	Experimental	—	—
18	Bennyhwanggggg/2019-NASA-Space-Apps-Challenge Project for NASA Space Apps Challenge 2019. An interactive web app built...	19	Experimental	10	JavaScript
19	TheHarshal30/Hawking Machine Learning implementations to determine which Nearest Earth Objects ...	15	Experimental	6	Jupyter Notebook
20	victoria-tiki/transformer_complex Gravitational wave forecasting with transformers	15	Experimental	—	Jupyter Notebook
21	JeppeSK/SatelliteCollisionDetection Satellites Collision Prediction	15	Experimental	6	Python
22	KhamessiTaha/HRTU2-Pulsar-Detection A comprehensive machine learning pipeline for detecting pulsars in the HTRU2 dataset.	15	Experimental	7	Python
23	billybones031-ui/spectra ISL SPECTRA — AI predictive machine intelligence. B2B SaaS for...	14	Experimental	—	—
24	murad63/StarWhore 🌟 Collect and analyze GitHub stars effortlessly to amplify your project's...	14	Experimental	—	—
25	Devanik21/Cosmic-Craftathon-Space-Exploration Cosmic Craftathon is an exhilarating, fast-paced 2D space exploration game...	14	Experimental	—	Python
26	Devanik21/Alien-signal-classification-APP SETI-inspired radio signal classifier distinguishing RFI from candidate...	14	Experimental	—	Jupyter Notebook
27	changsun20/HuntingAsteroid Implementing deep learning method in asteroid detection	14	Experimental	4	Jupyter Notebook
28	DorsaRoh/STAR-AI Winner of NASA International Space Hackathon	13	Experimental	7	Jupyter Notebook
29	Yahnnosh/Sensor-Based-Modeling-of-Fatigue-Using-Transformer-Model Repository for the semester project "Sensor-Based Modeling of Fatigue Using...	13	Experimental	7	Jupyter Notebook
30	CelestiAI-Org/Orbitguard AI system that learns how satellite collision risk evolves over time. Built...	12	Experimental	1	TypeScript
31	shathor/Gaia-Cluster Provides a scaffold to easily build a cluster to query the data from ESA's...	12	Experimental	3	Java
32	AndreSaul16/SpaceGuards Aplicación ganadora en el 'Nasa Space Apps Zaragoza' a mejor uso de datos....	10	Experimental	—	JavaScript
33	pisukeman/guAIta Deep Learning meteor detection	10	Experimental	1	HTML