A collection of Machine Learning models that detect if a star system contains exoplanets.
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Mar 5, 2022 - Jupyter Notebook
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lightkurve
Here are 13 public repositories matching this topic...
Used Python 3.9, used packageUsed NASA’s MAST Archive for Space Telescopes data to provide the AI with accurate results to determine if the planet is an exoplanet.
tensorflow python3 numpy-arrays pandas-python matplotlib-pyplot lightkurve scipy-library astropy-units
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Oct 9, 2024 - Jupyter Notebook
Mass characterisation of Detached Eclipsing Binary Stars.
machine-learning jupyter numpy python3 scipy astropy binary-stars lightcurves spectral-energy-distribution lightkurve mcmc-analysis
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Apr 20, 2026 - Jupyter Notebook
MSc thesis project — Ensemble ML (CNN + K-NN + Random Forest) to detect exoplanets from Kepler, K2 & TESS stellar light curves. Python · TensorFlow · Scikit-learn.
python machine-learning deep-learning random-forest astronomy nasa tensorflow svm scikit-learn cnn data-analytics kepler ensemble-learning knn msc-thesis tess lightkurve exoplanet-detection
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Mar 6, 2026 - Jupyter Notebook
We pointed a laptop at NASA's TESS data and found 197 exoplanet transit candidates. Rust-powered BLS detection, 10-50x faster than Python.
python rust open-source science data-science astronomy nasa space astrophysics kepler citizen-science mast rayon tess exoplanet lightkurve exoplanet-detection bls-algorithm transit-detection planet-hunting
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Mar 30, 2026 - Python
Python Example Code to use the lightkurve lib to analyse variable stars
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Jan 7, 2024 - Jupyter Notebook
Multi-sector TESS SPOC PDCSAP photometry analysis of ANJ-V001 (EA eclipsing binary): Lomb–Scargle period, epoch (Min I), amplitude, and VSX submission artifacts.
python time-series astronomy astrophysics photometry astropy tess lightcurve lightkurve eclipsing-binaries
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Jan 15, 2026 - Python
My personal codes using Lightkurve package to download, treating and analysis TESS light curves
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Feb 22, 2024 - Jupyter Notebook
Python script to detect planets using the transit method
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Dec 15, 2025 - Jupyter Notebook
Análisis astrofísico de sistemas planetarios reales usando Python, curvas de luz de Kepler y modelos keplerianos. Proyecto académico de Física del Universo (ITAM, 2025).
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Jul 26, 2025 - Jupyter Notebook
An autonomous multi-agent CrewAI system that hunts for exoplanets in raw NASA telescope data using real astrophysics and rigorous signal processing.
nasa exoplanets multi-agent astrophysics astropy autonomous-agents lightkurve streamlit llm-pipeline crew-ai
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Mar 29, 2026 - Python
This repository contains submission for the intra-college astronomy hackathon
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Dec 17, 2022 - Jupyter Notebook
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