astro_projects

Various astronomy projects

This repository contains various astronomy projects which I've worked on. You can find:

Data processing & analysis scripts
Astronomical photometry tools
Machine learning techniques in astronomy
etc

(see also: https://github.com/astrojeff/smac )

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
.gitignore		.gitignore
LICENSE		LICENSE
NIR_REDUCTION.pro		NIR_REDUCTION.pro
README.md		README.md
RR_Lyrae.ipynb		RR_Lyrae.ipynb
RR_Lyrae_classifications.ipynb		RR_Lyrae_classifications.ipynb
art_stars_xy.pro		art_stars_xy.pro
assign_prob.pro		assign_prob.pro
bayesian_mcmc.ipynb		bayesian_mcmc.ipynb
boosting_regressors.py		boosting_regressors.py
clt.ipynb		clt.ipynb
compl_test.pro		compl_test.pro
correct_ext.pro		correct_ext.pro
correct_ext_MCPS.pro		correct_ext_MCPS.pro
create_art_cluster_DAO.py		create_art_cluster_DAO.py
create_art_cluster_LF.py		create_art_cluster_LF.py
create_isochrones.pro		create_isochrones.pro
cross_validation.py		cross_validation.py
daoproc_v2.py		daoproc_v2.py
data_leakage_RForests.py		data_leakage_RForests.py
decission_tree_regressor.py		decission_tree_regressor.py
decont_map.pro		decont_map.pro
decont_map_v2.pro		decont_map_v2.pro
distr.ipynb		distr.ipynb
errors_intervals.ipynb		errors_intervals.ipynb
fake_pixel_clusters_v1_BGR.py		fake_pixel_clusters_v1_BGR.py
find_corr_validation.py		find_corr_validation.py
fit_CMDs_v5.py		fit_CMDs_v5.py
fitting_spectral_line_MCMC.ipynb		fitting_spectral_line_MCMC.ipynb
fitting_spectral_line_minimize.ipynb		fitting_spectral_line_minimize.ipynb
fourier_transform.ipynb		fourier_transform.ipynb
galaxy_classification_zoo.ipynb		galaxy_classification_zoo.ipynb
galaxy_classification_zoo_2.ipynb		galaxy_classification_zoo_2.ipynb
galaxy_classification_zoo_3.ipynb		galaxy_classification_zoo_3.ipynb
gaussian_process.ipynb		gaussian_process.ipynb
get_compl.pro		get_compl.pro
imf.ipynb		imf.ipynb
interpolation.ipynb		interpolation.ipynb
kde_histograms.ipynb		kde_histograms.ipynb
match_var_rad.pro		match_var_rad.pro
match_var_rad_LMC.pro		match_var_rad_LMC.pro
missing_data_ML.py		missing_data_ML.py
naive_bayes.ipynb		naive_bayes.ipynb
ohe.py		ohe.py
partial_dependence.py		partial_dependence.py
photanalyser.py		photanalyser.py
pipe.py		pipe.py
prob_calculus.ipynb		prob_calculus.ipynb
random_forests.py		random_forests.py
reg_stars.pro		reg_stars.pro
regressions.ipynb		regressions.ipynb
rr_lyrae_dist.ipynb		rr_lyrae_dist.ipynb
sex2dec.pro		sex2dec.pro
skirt.py		skirt.py
star_count.pro		star_count.pro
stat_tests.ipynb		stat_tests.ipynb

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