├── ASTR8070_Syllabus_Spring2021.pdf ├── ASTR8070__ConceptMap.pdf ├── LICENSE ├── README.md ├── coursework ├── .gitkeep ├── final │ └── final_data │ │ ├── astr8070_final_cosmodata.npy │ │ └── astr8070_final_mcma.txt ├── homeworks │ ├── .gitkeep │ ├── hw_data │ │ ├── hw3_data_1.npy │ │ ├── hw4_data_1.npy │ │ ├── hw4_data_2.npy │ │ ├── hw5_data_1.npy │ │ ├── hw6_data_1.npy │ │ └── hw7_data_1.npy │ ├── vu_astr8070_s21_hw1.ipynb │ ├── vu_astr8070_s21_hw2.ipynb │ ├── vu_astr8070_s21_hw3.ipynb │ ├── vu_astr8070_s21_hw4.ipynb │ ├── vu_astr8070_s21_hw5.ipynb │ ├── vu_astr8070_s21_hw6.ipynb │ ├── vu_astr8070_s21_hw7.ipynb │ ├── vu_astr8070_s21_hw8.ipynb │ └── vu_astr8070_s21_hw9.ipynb └── student_folders │ └── .gitkeep └── lectures ├── .gitkeep ├── Lecture_10.ipynb ├── Lecture_11.ipynb ├── Lecture_12.ipynb ├── Lecture_13.ipynb ├── Lecture_14.ipynb ├── Lecture_15.ipynb ├── Lecture_16.ipynb ├── Lecture_17.ipynb ├── Lecture_18.ipynb ├── Lecture_19.ipynb ├── Lecture_1a.ipynb ├── Lecture_1b.ipynb ├── Lecture_2.ipynb ├── Lecture_20.ipynb ├── Lecture_21.ipynb ├── Lecture_22.ipynb ├── Lecture_23.ipynb ├── Lecture_24.ipynb ├── Lecture_3.ipynb ├── Lecture_4.ipynb ├── Lecture_5.ipynb ├── Lecture_6.ipynb ├── Lecture_7.ipynb ├── Lecture_8.ipynb ├── Lecture_9.ipynb ├── code ├── cruz_all_dist.dat ├── fig_anderson_darling.py ├── fig_bootstrap_gaussian.py ├── fig_central_limit.py ├── fig_chi2_distribution.py ├── fig_classification_example.py ├── fig_clone_distribution.py ├── fig_correlations.py ├── fig_gaussian_distribution.py ├── fig_jackknife_gaussian.py ├── fig_likelihood_gaussgauss.py ├── fig_likelihood_gaussian.py ├── fig_likelihood_gausslin.py ├── fig_posterior_gaussgauss.py ├── fig_posterior_gaussian.py ├── fig_student_t_distribution.py ├── fig_uniform_distribution.py ├── plot_ica_blind_source_separation.py ├── sklearn_ex1.py ├── sklearn_ex2.py └── sklearn_ex3.py └── figures ├── JoBovy_L1-StatsMiniCourse.png ├── fig_credibleregion.png ├── fig_taylor_mcmc.png ├── freq_pvalue.png ├── hastie_ica.png ├── hastie_ica2.png ├── iris_setosa.jpg ├── iris_versicolor.jpg ├── iris_virginica.jpg ├── multibandLS_1.png └── multibandLS_4.png /ASTR8070_Syllabus_Spring2021.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VanderbiltAstronomy/astr_8070_s21/HEAD/ASTR8070_Syllabus_Spring2021.pdf -------------------------------------------------------------------------------- /ASTR8070__ConceptMap.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VanderbiltAstronomy/astr_8070_s21/HEAD/ASTR8070__ConceptMap.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VanderbiltAstronomy/astr_8070_s21/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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