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@exoplanet-spaceapps Exoplanet Hunters

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    8 repositories

    • colab_notebook

      Public
      New colab notebook with 3 * 3 confusion matrix
      Python
      •0•0•0•0•Updated Nov 1, 2025Nov 1, 2025

    • frontend-test

      Public
      NASA Space Apps 2025 - Exoplanet Visualization Platform with React, Three.js & Real NASA Data
      JavaScript
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 6, 2025Oct 6, 2025

    • training-model

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2025Oct 5, 2025

    • model

      Public
      NASA Kepler Exoplanet Detection using ML: GP denoising, TLS search, CNN classification. Benchmarks: Random Forest, XGBoost (GPU), GP+CNN pipeline. Complete end-to-end pipeline with comprehensive performance analysis.
      machine-learningdeep-learningastronomynasacnnpytorchxgboostgpu-accelerationkeplerexoplanet
      Python
      •
      Other
      •0•0•0•0•Updated Oct 5, 2025Oct 5, 2025

    • back_end_1.0

      Public
      Flask backend to run model inference.
      Python
      •0•0•0•0•Updated Oct 5, 2025Oct 5, 2025

    • slides

      Public
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2025Oct 5, 2025

    • exoplanet-starter

      Public
      🌟 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。
      pythonopen-sourcedata-sciencemachine-learningjupyterhackathonastronomyxgboostastrophysicsnasa-data
      Jupyter Notebook
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      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2025Oct 5, 2025

    • frontend

      Public
      JavaScript
      •1•0•0•0•Updated Oct 4, 2025Oct 4, 2025