GitHub - darioizzo/fast-approx-ML: The data and machine learning done for the joint ESA/DFKI/JPL paper

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The data and machine learning done for the joint ESA/DFKI/JPL paper

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Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.gitignore		.gitignore
LICENSE		LICENSE
error.png		error.png
fast-approx-ML-DL.ipynb		fast-approx-ML-DL.ipynb
fast-approx-ML-slide14.ipynb		fast-approx-ML-slide14.ipynb
fast-approx-ML.ipynb		fast-approx-ML.ipynb
learn-p2.pkl		learn-p2.pkl
learn.pkl		learn.pkl
readme.txt		readme.txt
slide14.pkl		slide14.pkl
slide14.png		slide14.png

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slide14.pkl
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Data to reproduce JPL figure (Slide 14), numpy array with shape (100000, 8).
Data fields: 
ast1, ast2, t1, t2, dv_lambert, m_star, m_star_lambert, m_star_damon


learn.pkl
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Data for learning, numpy array with shape (100000, 12).
Data fields:
ast1, ast2, t1, t2, m_star, m_initial, dv_star, dv_optimal, dv_lambert, dv_damon, m_star_lambert, m_star_damon