├── .gitignore ├── LICENSE ├── README.md ├── examples ├── Example Fama-MacBeth regression.ipynb ├── Example GJR-GARCH.ipynb ├── Example GMM.ipynb ├── Example LaTeX Output.ipynb ├── FTSE_1984_2012.csv ├── FTSE_1984_2012.zip ├── FamaFrench.csv ├── FamaFrench.zip ├── example-fama-macbeth-regression.py ├── example-gjr-garch.py ├── example-gmm.py ├── example-latex-output.py ├── examples_gjrgarch_lineprofiler.py ├── examples_gjrgarch_lineprofiler.py.prof ├── latex.pdf └── latex.tex └── solutions ├── chapter02 └── builtin_datatypes.ipynb ├── chapter03 └── arrays_and_matrices.ipynb ├── chapter04 └── basic_math.ipynb ├── chapter05 └── basic_functions.ipynb ├── chapter06 └── special_matrices.ipynb ├── chapter07 ├── Special_Arrays.ipynb └── array_and_matrix_functions_solutions.ipynb ├── chapter08 ├── exercise3 ├── exercise3.mat ├── exercise3.xls ├── exercise3.xlsx ├── exercise3_new.csv ├── exercise3_numeric.csv ├── exercise3_numeric.txt ├── exercise3_numeric.xls └── importing_and_exporting_data_solutions.ipynb ├── chapter09 └── inf_nan_and_numerics_solutions.ipynb ├── chapter10 └── logical_operators_and_find_solutions.ipynb ├── chapter11 └── advanced_selection.ipynb ├── chapter12 └── flow_control_and_loops_solutions.ipynb ├── chapter13 └── no-exercises-in-chapter.txt ├── chapter14 └── dates_and_times.ipynb ├── chapter15 ├── ftse.csv ├── graphics_solutions.ipynb └── sp500.csv ├── chapter16 ├── pandas.ipynb └── problem8.csv ├── chapter17 └── no-exercises-in-chapter.txt ├── chapter18 └── custom_functions_and_modules_solutions.ipynb ├── chapter19 └── probability_and_statistics_functions.ipynb ├── chapter20 └── simulation.ipynb ├── chapter21 └── optimization_solutions.ipynb ├── chapter22 └── string_manipulation.ipynb ├── chapter23 └── file_system_and_navigation_solutions.ipynb ├── chapter25 └── improving_performance_using_numba.ipynb └── chapter26 ├── cython_arma.c ├── cython_arma.pyx ├── improving_performance_using_cython.ipynb └── 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