├── .gitignore ├── .ipynb_checkpoints ├── 2. test_pregrid_generation-checkpoint.ipynb ├── 3. test_sed_fitting_with_pregrid-checkpoint.ipynb ├── 4. test_sed_fitting_mcmc-checkpoint.ipynb └── test_sed-checkpoint.ipynb ├── LICENSE ├── README.md ├── dense_basis.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── dense_basis ├── __init__.py ├── __init__.py~ ├── basic_fesc.py ├── filters │ ├── filter_curves │ │ ├── cosmos │ │ │ ├── CFHT_iast.res │ │ │ ├── CFHT_uast.res │ │ │ ├── f10_Subaru_iccd.res │ │ │ ├── f11_Subaru_zccd.res │ │ │ ├── f12_ACS_f606w.res │ │ │ ├── f13_ACS_f814w.res │ │ │ ├── f14_WFC3_F125W.res │ │ │ ├── f15_WFC3_F160W.res │ │ │ ├── f16_Subaru_IAL484ccd.res │ │ │ ├── f17_Subaru_IAL527ccd.res │ │ │ ├── f18_Subaru_IAL624ccd.res │ │ │ ├── f19_Subaru_IAL679ccd.res │ │ │ ├── f1_CFHT_uccd.res │ │ │ ├── f20_Subaru_IAL738ccd.res │ │ │ ├── f21_Subaru_IAL767ccd.res │ │ │ ├── f22_Subaru_IAL427ccd.res │ │ │ ├── f23_Subaru_IAL464ccd.res │ │ │ ├── f24_Subaru_IAL505ccd.res │ │ │ ├── f25_Subaru_IAL574ccd.res │ │ │ ├── f26_Subaru_IAL709ccd.res │ │ │ ├── f27_Subaru_IAL827ccd.res │ │ │ ├── f28_Subaru_NB711ccd.res │ │ │ ├── f29_Subaru_NB816ccd.res │ │ │ ├── f2_CFHT_gccd.res │ │ │ ├── f30_VISTA_Y.res │ │ │ ├── f31_VISTA_J.res │ │ │ ├── f32_VISTA_H.res │ │ │ ├── f33_VISTA_Ks.res │ │ │ ├── f34_newfirm_j1ccd.res │ │ │ ├── f35_newfirm_j2ccd.res │ │ │ ├── f36_newfirm_j3ccd.res │ │ │ ├── f37_newfirm_h1ccd.res │ │ │ ├── f38_newfirm_h2ccd.res │ │ │ ├── f39_newfirm_Kccd.res │ │ │ ├── f3_CFHT_rccd.res │ │ │ ├── f40_IRAC_ch1.txt │ │ │ ├── f41_IRAC_ch2.txt │ │ │ ├── f42_IRAC_ch3_2.txt │ │ │ ├── f43_IRAC_ch4_2.txt │ │ │ ├── f4_CFHT_iccd.res │ │ │ ├── f5_CFHT_zccd.res │ │ │ ├── f6_Subaru_Bccd.res │ │ │ ├── f7_Subaru_gccd.res │ │ │ ├── f8_Subaru_Vccd.res │ │ │ └── f9_Subaru_rpccd.res │ │ ├── egs │ │ │ ├── f10_WFC3_F160W.res │ │ │ ├── f11_newfirm_j1ccd.res │ │ │ ├── f12_newfirm_j2ccd.res │ │ │ ├── f13_newfirm_j3ccd.res │ │ │ ├── f14_newfirm_h1ccd.res │ │ │ ├── f15_newfirm_h2ccd.res │ │ │ ├── f16_newfirm_Kccd.res │ │ │ ├── f17_WIRCAM_J.res │ │ │ ├── f18_WIRCAM_H.res │ │ │ ├── f19_WIRCAM_K.res_med │ │ │ ├── f1_CFHT_u.res │ │ │ ├── f1_CFHT_uccd.res │ │ │ ├── f20_IRAC_36.res_v1 │ │ │ ├── f20_IRAC_ch1.txt │ │ │ ├── f21_IRAC_45.res_v1 │ │ │ ├── f21_IRAC_ch2.txt │ │ │ ├── f22_IRAC_58.res_v1 │ │ │ ├── f22_IRAC_ch3_2.txt │ │ │ ├── f23_IRAC_80.res_v1 │ │ │ ├── f23_IRAC_ch4_2.txt │ │ │ ├── f2_CFHT_g.res │ │ │ ├── f2_CFHT_gccd.res │ │ │ ├── f3_CFHT_r.res │ │ │ ├── f3_CFHT_rccd.res │ │ │ ├── f4_CFHT_i.res │ │ │ ├── f4_CFHT_iccd.res │ │ │ ├── f5_CFHT_z.res │ │ │ ├── f5_CFHT_zccd.res │ │ │ ├── f6_ACS_f606w.res │ │ │ ├── f7_ACS_f814w.res │ │ │ ├── f8_WFC3_F125W.res │ │ │ └── f9_WFC3_F140W.res │ │ ├── goods_n │ │ │ ├── f10_WFC3_F125W.res │ │ │ ├── f11_WFC3_F140W.res │ │ │ ├── f12_WFC3_F160W.res │ │ │ ├── f13_Subaru_MOIRCS_Ks.res │ │ │ ├── f14_WIRCAM_K.res_med │ │ │ ├── f15_IRAC_ch1.txt │ │ │ ├── f16_IRAC_ch2.txt │ │ │ ├── f17_IRAC_ch3_2.txt │ │ │ ├── f18_IRAC_ch4_2.txt │ │ │ ├── f1_KPNO-Mosaic.U.dat │ │ │ ├── f2_LBC_U.res │ │ │ ├── f3_WFC3_F275W.res │ │ │ ├── f4_ACS_f435w.res │ │ │ ├── f5_ACS_f606w.res │ │ │ ├── f6_ACS_f775w.res │ │ │ ├── f7_ACS_f814w.res │ │ │ ├── f8_ACS_f850lp.res │ │ │ ├── f9_WFC3_F105W.res │ │ │ └── missing the CFHT K band - lin in prep │ │ ├── goods_s │ │ │ ├── Filter01_CTIO_U.txt │ │ │ ├── Filter02_VIMOS_U.txt │ │ │ ├── Filter03_ACS_f435w_2.txt │ │ │ ├── Filter04_ACS_f606w_2.txt │ │ │ ├── Filter05_ACS_f775w_2.txt │ │ │ ├── Filter06_ACS_f814w_2.txt │ │ │ ├── Filter07_ACS_f850lp_2.txt │ │ │ ├── Filter08_WFC3_f098m_2.txt │ │ │ ├── Filter09_WFC3_f105w.txt │ │ │ ├── Filter10_WFC3_f125w.txt │ │ │ ├── Filter10_WFC3_f125w_2.txt │ │ │ ├── Filter11_WFC3_f140w_2.txt │ │ │ ├── Filter12_WFC3_f160w.txt │ │ │ ├── Filter13_ISAAC_Ks_2.txt │ │ │ ├── Filter14_HawkI_Ks_2.txt │ │ │ ├── Filter15_IRAC_ch1.txt │ │ │ ├── Filter16_IRAC_ch2.txt │ │ │ ├── Filter17_IRAC_ch3_2.txt │ │ │ └── Filter18_IRAC_ch4_2.txt │ │ └── uds │ │ │ ├── HawkI_K.res │ │ │ ├── f10_WFC3_F160W.res │ │ │ ├── f11_HawkI_Y.res │ │ │ ├── f12_HawkI_Ks_2.txt │ │ │ ├── f13_WFCAM_J.res │ │ │ ├── f14_WFCAM_H.res │ │ │ ├── f15_WFCAM_K.res │ │ │ ├── f16_IRAC_ch1.txt │ │ │ ├── f17_IRAC_ch2.txt │ │ │ ├── f18_IRAC_ch3_2.txt │ │ │ ├── f19_IRAC_ch4_2.txt │ │ │ ├── f1_CFHT_u.res │ │ │ ├── f2_Subaru_Bccd.res │ │ │ ├── f3_Subaru_Vccd.res │ │ │ ├── f4_Subaru_Rccd.res │ │ │ ├── f5_Subaru_iccd.res │ │ │ ├── f6_Subaru_zccd.res │ │ │ ├── f7_ACS_f606w.res │ │ │ ├── f8_ACS_f814w.res │ │ │ └── f9_WFC3_F125W.res │ ├── filter_list.dat │ ├── filter_list_cosmos.dat │ ├── filter_list_cosmos_old.dat │ ├── filter_list_egs.dat │ ├── filter_list_goodsn.dat │ ├── filter_list_goodss.dat │ ├── filter_list_sloan_gri.dat │ └── filter_list_uds.dat ├── gp_sfh.py ├── gp_sfh_old.py ├── mcmc.py ├── parallelization.py ├── plotter.py ├── pre_grid.py ├── pregrids │ └── __init__.py ├── priors.py ├── sed_fitter.py ├── sed_fitter.py~ ├── tests.py └── train_data │ ├── __init__.py │ ├── alpha_lookup_tables │ ├── tng_alpha_Nparam_1.npy │ ├── tng_alpha_Nparam_2.npy │ ├── tng_alpha_Nparam_3.npy │ ├── tng_alpha_Nparam_4.npy │ ├── tng_alpha_Nparam_5.npy │ ├── tng_alpha_Nparam_6.npy │ ├── tng_alpha_Nparam_7.npy │ ├── tng_alpha_Nparam_8.npy │ ├── tng_alpha_Nparam_9.npy │ └── tng_alpha_zvals.npy │ ├── fsps_mass_loss_curve.mat │ └── gp_kernel_train.mat ├── dist └── dense_basis-0.1.4-py3.7.egg ├── docs ├── Makefile ├── _build │ ├── doctrees │ │ ├── environment.pickle │ │ ├── index.doctree │ │ ├── nbsphinx │ │ │ ├── tutorials_custom_filter_lists_4_0.png │ │ │ ├── tutorials_custom_filter_lists_8_0.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_1.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_11.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_13.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_3.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_5.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_7.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_8_9.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_1.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_11.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_3.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_5.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_7.png │ │ │ ├── tutorials_fitting_different_SFH_shapes_9_9.png │ │ │ ├── tutorials_getting_started_10_0.png │ │ │ ├── tutorials_getting_started_11_0.png │ │ │ ├── tutorials_getting_started_16_0.png │ │ │ ├── tutorials_getting_started_17_0.png │ │ │ ├── tutorials_getting_started_18_0.png │ │ │ ├── tutorials_getting_started_19_0.png │ │ │ ├── tutorials_getting_started_21_0.png │ │ │ ├── tutorials_getting_started_3_0.png │ │ │ ├── tutorials_getting_started_5_0.png │ │ │ ├── tutorials_getting_started_6_0.png │ │ │ ├── tutorials_getting_started_7_0.png │ │ │ ├── tutorials_the_gp_sfh_module_11_0.png │ │ │ ├── tutorials_the_gp_sfh_module_12_0.png │ │ │ ├── tutorials_the_gp_sfh_module_14_0.png │ │ │ ├── tutorials_the_gp_sfh_module_5_0.png │ │ │ ├── tutorials_the_gp_sfh_module_7_0.png │ │ │ └── tutorials_the_gp_sfh_module_9_0.png │ │ ├── src │ │ │ └── sphinx-rtd-theme │ │ │ │ ├── README.doctree │ │ │ │ ├── docs │ │ │ │ ├── changelog.doctree │ │ │ │ ├── configuring.doctree │ │ │ │ ├── contributing.doctree │ │ │ │ ├── demo │ │ │ │ │ ├── api.doctree │ │ │ │ │ ├── demo.doctree │ │ │ │ │ ├── lists_tables.doctree │ │ │ │ │ ├── long.doctree │ │ │ │ │ └── structure.doctree │ │ │ │ ├── index.doctree │ │ │ │ └── installing.doctree │ │ │ │ └── tests │ │ │ │ └── roots │ │ │ │ ├── test-basic │ │ │ │ ├── bar.doctree │ │ │ │ ├── foo.doctree │ │ │ │ └── index.doctree │ │ │ │ ├── test-empty │ │ │ │ └── index.doctree │ │ │ │ └── test-missing-toctree │ │ │ │ └── index.doctree │ │ ├── tutorials │ │ │ ├── custom_filter_lists.doctree │ │ │ ├── fitting_different_SFH_shapes.doctree │ │ │ ├── getting_started.doctree │ │ │ └── the_gp_sfh_module.doctree │ │ └── usage │ │ │ ├── contributors.doctree │ │ │ ├── dependencies.doctree │ │ │ ├── features.doctree │ │ │ ├── getting_started.doctree │ │ │ └── installation.doctree │ └── html │ │ ├── .buildinfo │ │ ├── _downloads │ │ └── bd1e252102716142b03815682bc54a3b │ │ │ └── yi_jing_01_chien.jpg │ │ ├── _images │ │ ├── tutorials_custom_filter_lists_4_0.png │ │ ├── tutorials_custom_filter_lists_8_0.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_1.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_11.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_13.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_3.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_5.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_7.png │ │ ├── tutorials_fitting_different_SFH_shapes_8_9.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_1.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_11.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_3.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_5.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_7.png │ │ ├── tutorials_fitting_different_SFH_shapes_9_9.png │ │ ├── tutorials_getting_started_10_0.png │ │ ├── tutorials_getting_started_11_0.png │ │ ├── tutorials_getting_started_16_0.png │ │ ├── tutorials_getting_started_17_0.png │ │ ├── tutorials_getting_started_18_0.png │ │ ├── tutorials_getting_started_19_0.png │ │ ├── tutorials_getting_started_21_0.png │ │ ├── tutorials_getting_started_3_0.png │ │ ├── tutorials_getting_started_5_0.png │ │ ├── tutorials_getting_started_6_0.png │ │ ├── tutorials_getting_started_7_0.png │ │ ├── tutorials_the_gp_sfh_module_11_0.png │ │ ├── tutorials_the_gp_sfh_module_12_0.png │ │ ├── tutorials_the_gp_sfh_module_14_0.png │ │ ├── tutorials_the_gp_sfh_module_5_0.png │ │ ├── tutorials_the_gp_sfh_module_7_0.png │ │ ├── tutorials_the_gp_sfh_module_9_0.png │ │ └── yi_jing_01_chien.jpg │ │ ├── _sources │ │ ├── index.rst │ │ ├── index.rst.txt │ │ ├── src │ │ │ └── sphinx-rtd-theme │ │ │ │ ├── README.rst │ │ │ │ ├── docs │ │ │ │ ├── changelog.rst │ │ │ │ ├── configuring.rst │ │ │ │ ├── contributing.rst │ │ │ │ ├── demo │ │ │ │ │ ├── api.rst │ │ │ │ │ ├── demo.rst │ │ │ │ │ ├── lists_tables.rst │ │ │ │ │ ├── long.rst │ │ │ │ │ └── structure.rst │ │ │ │ ├── index.rst │ │ │ │ └── installing.rst │ │ │ │ └── tests │ │ │ │ └── roots │ │ │ │ ├── test-basic │ │ │ │ ├── bar.rst │ │ │ │ ├── foo.rst │ │ │ │ └── index.rst │ │ │ │ ├── test-empty │ │ │ │ └── index.rst │ │ │ │ └── test-missing-toctree │ │ │ │ └── index.rst │ │ ├── tutorials │ │ │ ├── custom_filter_lists.ipynb │ │ │ ├── fitting_different_SFH_shapes.ipynb │ │ │ ├── fitting_different_SFH_shapes.ipynb.txt │ │ │ ├── getting_started.ipynb │ │ │ └── the_gp_sfh_module.ipynb │ │ └── usage │ │ │ ├── contributors.rst │ │ │ ├── dependencies.rst │ │ │ ├── features.rst │ │ │ ├── getting_started.rst │ │ │ ├── getting_started.rst.txt │ │ │ └── installation.rst │ │ ├── _static │ │ ├── alabaster.css │ │ ├── basic.css │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ └── theme.css │ │ ├── custom.css │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── fonts │ │ │ ├── Inconsolata-Bold.ttf │ │ │ ├── Inconsolata-Regular.ttf │ │ │ ├── Inconsolata.ttf │ │ │ ├── Lato-Bold.ttf │ │ │ ├── Lato-Regular.ttf │ │ │ ├── Lato │ │ │ │ ├── lato-bold.eot │ │ │ │ ├── lato-bold.ttf │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-bolditalic.eot │ │ │ │ ├── lato-bolditalic.ttf │ │ │ │ ├── lato-bolditalic.woff │ │ │ │ ├── lato-bolditalic.woff2 │ │ │ │ ├── lato-italic.eot │ │ │ │ ├── lato-italic.ttf │ │ │ │ ├── lato-italic.woff │ │ │ │ ├── lato-italic.woff2 │ │ │ │ ├── lato-regular.eot │ │ │ │ ├── lato-regular.ttf │ │ │ │ ├── lato-regular.woff │ │ │ │ └── lato-regular.woff2 │ │ │ ├── RobotoSlab-Bold.ttf │ │ │ ├── RobotoSlab-Regular.ttf │ │ │ ├── RobotoSlab │ │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ │ └── roboto-slab-v7-regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ └── fontawesome-webfont.woff2 │ │ ├── jquery-3.2.1.js │ │ ├── jquery.js │ │ ├── js │ │ │ ├── badge_only.js │ │ │ ├── modernizr.min.js │ │ │ └── theme.js │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ ├── underscore-1.3.1.js │ │ └── underscore.js │ │ ├── genindex.html │ │ ├── index.html │ │ ├── objects.inv │ │ ├── py-modindex.html │ │ ├── search.html │ │ ├── searchindex.js │ │ ├── src │ │ └── sphinx-rtd-theme │ │ │ ├── README.html │ │ │ ├── docs │ │ │ ├── changelog.html │ │ │ ├── configuring.html │ │ │ ├── contributing.html │ │ │ ├── demo │ │ │ │ ├── api.html │ │ │ │ ├── demo.html │ │ │ │ ├── lists_tables.html │ │ │ │ ├── long.html │ │ │ │ └── structure.html │ │ │ ├── index.html │ │ │ └── installing.html │ │ │ └── tests │ │ │ └── roots │ │ │ ├── test-basic │ │ │ ├── bar.html │ │ │ ├── foo.html │ │ │ └── index.html │ │ │ ├── test-empty │ │ │ └── index.html │ │ │ └── test-missing-toctree │ │ │ └── index.html │ │ ├── tutorials │ │ ├── custom_filter_lists.html │ │ ├── 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