The repository for the course "Astroinformatics" offered at Institute of Astronomy, National Central University, from Sep/2022 to Jan/2023.
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Jun 4, 2024 - Python
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astroinformatics
Here are 5 public repositories matching this topic...
TensorFlow implementations of a Restricted Boltzmann Machine and an unsupervised Deep Belief Network, including unsupervised fine-tuning of the Deep Belief Network.
machine-learning research astronomy tensorflow deep-belief-network sdss multiclass-classification paper-implementations random-forest-classifier astroinformatics
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Apr 1, 2017 - Python
ML scientific job orchestration platform: FastAPI API, Celery Worker, PostgreSQL DB, RabbitMQ broker, and React frontend for spectral analysis, data preprocessing, and active‐learning workflows 🪐
python docker rabbitmq docker-compose tensorflow postgresql distributed-computing celery data-preprocessing spectral-analysis active-learning container-orchestration astroinformatics mlops fastapi ml-web-app ml-workflow
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Jun 11, 2025 - Python
This software is developed to process and calibrate spectral data, specifically astrophysical maser emission data.
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Dec 3, 2024 - Python
Double Nuclei Galaxy Finder from SDSS. Check https://arxiv.org/abs/2011.12177
astronomy image-processing astrophysics image-classification sdss astroinformatics rare-object-detection
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Aug 11, 2023 - Python
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