StePar is an automatic code used to infer stellar atmospheric parameters using the EW method.
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Jan 2, 2020 - Python
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stellar-parameters
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Combining dating methods for better stellar ages
astronomy
inference
astrophysics
bayesian
stars
isochrones
hierarchical
stellar
mcmc
rotation
isochrone-fitting
ages
stellar-ages
gyrochronology
age-rotation-relations
stellar-rotation
stellar-parameters
field-stars
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Sep 18, 2019 - Jupyter Notebook
SteParSyn is an automatic code used to infer stellar atmospheric parameters using the spectral synthesis method.
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Aug 10, 2022 - Python
SteParKin code determine Galactic-space velocity components (U, V, W), evaluate their membership to young kinematic moving groups and associations and assign their stellar populations.
astronomy
kinematics
dynamics
astrophysics
star-clusters
stars
astropy
phyton
stellar-astrophysics
stellar-populations
star-formation
stellar-ages
stellar-parameters
galactic-astronomy
stellar-physics
galactic-archaeology
stellar-kinematics
galactic-dynamics
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Nov 23, 2023 - Jupyter Notebook
Stellar Parameters Estimation based on Ensemble Methods (SPEEM).
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Nov 14, 2023 - Jupyter Notebook
Capstone project for EP4130-Data Science Analysis based on the data from https://jinabase.pythonanywhere.com/
data-science
random-forest
scikit-learn
regression
pandas
xgboost
classification
astrophysics
dataframe
multilayer-perceptron
k-nearest-neighbors
stellar-parameters
stellar-evolution
support-vectors
jinabase
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Updated
Oct 9, 2024 - HTML
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