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exoplanet-spaceapps / exoplanet-starter

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🌟 AI-powered exoplanet detection system using NASA data for Space Apps 2025 hackathon. Features BLS/TLS algorithms, machine learning classification, and real-time analysis pipeline. | 使用 NASA 資料的 AI 系外行星偵測系統，專為 2025 太空應用程式挑戰賽開發。

python open-source data-science machine-learning jupyter hackathon astronomy xgboost astrophysics nasa-data google-colab exoplanet-detection kepler-data space-apps-2025 nasa-space-apps bls-algorithm transit-detection tess-data
  • Updated Oct 5, 2025
  • Jupyter Notebook

novocxine / DeepTransit

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An end-to-end AI-driven pipeline for automated exoplanet detection, using a hybrid framework of 1D CNNs and Box Least Squares (BLS) to filter, classify, and physically model transit signals from noisy, crowded-field TESS light curves.

python deep-learning signal-processing astrophysics convolutional-neural-networks time-series-classification hackathon-project exoplanet-detection transit-photometry box-least-squares tess-data
  • Updated Jun 23, 2026
  • TypeScript

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