├── .gitignore ├── CHANGELOG.md ├── CITATION.cff ├── Dockerfile ├── LICENSE ├── README.md ├── _config.yml ├── _toc.yml ├── binder └── environment.yml ├── content ├── 00_setup │ ├── contributing.md │ ├── docker.md │ ├── git.md │ ├── install.md │ ├── prereq.ipynb │ └── prereq │ │ ├── 01_list_comp.ipynb │ │ ├── 02_dicts.ipynb │ │ ├── 04_scope.ipynb │ │ └── 05_pep8.ipynb ├── 01_algorithms │ ├── 01_design.ipynb │ ├── 01_design │ │ ├── 01_primes.ipynb │ │ ├── 02_better_design.ipynb │ │ ├── 03_micro_opt.ipynb │ │ └── 04_summing_up.ipynb │ ├── 02_oop.ipynb │ ├── 02_oop │ │ ├── 01_python_classes.ipynb │ │ ├── 02_oop_sim.ipynb │ │ ├── 03_oop_cv.ipynb │ │ ├── numpy_cv.py │ │ └── text_adventure │ │ │ ├── __init__.py │ │ │ ├── advanced_game.py │ │ │ └── basic_game.py │ ├── 03_numpy.ipynb │ ├── 03_numpy │ │ ├── 01_performance.ipynb │ │ ├── 02_vectors.ipynb │ │ ├── 03_slicing.ipynb │ │ ├── 04_algebra.ipynb │ │ ├── 05_statistics.ipynb │ │ ├── 05a_regression.ipynb │ │ ├── 06_sampling.ipynb │ │ ├── 07_advanced_iter.ipynb │ │ ├── 08_cs1.ipynb │ │ ├── 09_cs2.ipynb │ │ ├── 10_cs3.ipynb │ │ └── data │ │ │ ├── lysis.csv │ │ │ ├── minor_illness_ed_attends.csv │ │ │ └── wisconsin.csv │ ├── 04_exercises.ipynb │ ├── 04_exercises │ │ ├── 01_science_funcs.ipynb │ │ ├── 02_array.ipynb │ │ ├── 02_basic_oop.ipynb │ │ ├── 04_numpy_stats.ipynb │ │ ├── big_special_str.txt │ │ ├── breach.csv │ │ ├── data │ │ │ ├── bank_arrivals.csv │ │ │ ├── breach.csv │ │ │ ├── dtocs.csv │ │ │ ├── lysis.csv │ │ │ ├── moviedb.csv │ │ │ └── pieces │ │ │ │ ├── p1.csv │ │ │ │ ├── p10.csv │ │ │ │ ├── p2.csv │ │ │ │ ├── p3.csv │ │ │ │ ├── p4.csv │ │ │ │ ├── p5.csv │ │ │ │ ├── p6.csv │ │ │ │ ├── p7.csv │ │ │ │ ├── p8.csv │ │ │ │ └── p9.csv │ │ ├── dtocs.csv │ │ ├── ex_templates │ │ │ ├── ex1_quickstart.py │ │ │ ├── ex2_quickstart.py │ │ │ └── lab4_debug_challenge.py │ │ └── im │ │ │ ├── all_overlap.png │ │ │ ├── brb_sol.png │ │ │ ├── one_piece.PNG │ │ │ ├── only_one_piece.png │ │ │ ├── outline_pane.PNG │ │ │ └── valid_layout.png │ ├── 05_debug.md │ ├── 05_debug │ │ ├── 00_debug_cv.py │ │ ├── 01_debug_numpy.md │ │ └── debug_numpy_py.py │ ├── 06_solutions.md │ ├── 06_solutions │ │ ├── 01_science_funcs.ipynb │ │ ├── 02_array.ipynb │ │ ├── 02_basic_numpy.ipynb │ │ ├── 02_basic_oop.ipynb │ │ ├── 04_numpy_stats.ipynb │ │ ├── Untitled.ipynb │ │ ├── big_special_str.txt │ │ └── data │ │ │ ├── bank_arrivals.csv │ │ │ ├── breach.csv │ │ │ ├── dtocs.csv │ │ │ ├── lysis.csv │ │ │ └── moviedb.csv │ ├── data │ │ ├── hist.csv │ │ ├── minor_illness_ed_attends.csv │ │ ├── salaries.csv │ │ └── salaries_extended.csv │ └── im │ │ ├── gsearch.PNG │ │ ├── salaries.PNG │ │ └── salaries_extended.PNG ├── 02_stat_prog │ ├── 01_pandas │ │ ├── 01_intro_pandas.ipynb │ │ ├── 02_files.ipynb │ │ ├── 03_non_standard_download.ipynb │ │ ├── 04_datetimes.ipynb │ │ ├── 05_analysing.ipynb │ │ └── 06_cs_combining.ipynb │ ├── 01_pandas_front_page.md │ ├── 02_matplotlib │ │ ├── 01_matplotlib.ipynb │ │ ├── 02_matplotlib2.ipynb │ │ ├── 02_plotting_time_series.ipynb │ │ ├── 03_cs_hm.ipynb │ │ ├── explore.png │ │ └── stacked.png │ ├── 02_visual_front_page.md │ ├── 03_exercises │ │ ├── 00_dataframes.ipynb │ │ ├── 01_data_wrangling_matplotlib.ipynb │ │ ├── 02_stroke_data_wrangling.ipynb │ │ ├── 03_visualise_ts.ipynb │ │ ├── data │ │ │ ├── di_counts.csv │ │ │ ├── di_rq_to_test.csv │ │ │ ├── di_test_to_report.csv │ │ │ ├── sw_imaging.csv │ │ │ ├── synth_lysis.csv │ │ │ └── total_referrals.csv │ │ └── hosp_1_ed.png │ ├── 03_exercises_front_page.md │ ├── 04_solutions │ │ ├── 00_dataframes.ipynb │ │ ├── 01_data_wrangling_matplotlib_solutions.ipynb │ │ ├── 02_stroke_data_wrangling_solutions.ipynb │ │ ├── 03_visualise_ts_SOLUTIONS.ipynb │ │ └── total_referrals.csv │ └── 04_solutions_front_page.md ├── 03_mgt │ ├── 01_git │ │ ├── 01_why.md │ │ ├── 02_git.md │ │ ├── 03_cs_1.md │ │ ├── 04_cs_2.md │ │ └── 05_cs_3.md │ ├── 02_packaging │ │ ├── 01_python_packages.ipynb │ │ ├── example.ipynb │ │ ├── my_package_name │ │ │ ├── __init__.py │ │ │ ├── datasets.py │ │ │ ├── package_data │ │ │ │ ├── example_datset_1.csv │ │ │ │ └── example_datset_2.csv │ │ │ └── plotting.py │ │ └── ts_emergency │ │ │ ├── __init__.py │ │ │ ├── data │ │ │ ├── .~lock.ts_ed.csv# │ │ │ ├── syn_ts_ed_long.csv │ │ │ └── syn_ts_ed_wide.csv │ │ │ ├── datasets.py │ │ │ └── plotting.py │ ├── 03_mgt_front_page.md │ ├── 03_pypi │ │ ├── 01_local.md │ │ ├── 02_github.md │ │ ├── 03_pypi.md │ │ ├── 04_automation.md │ │ ├── LICENSE │ │ ├── MANIFEST.in │ │ ├── environment.yml │ │ ├── requirements.txt │ │ ├── setup.py │ │ └── test_package │ │ │ ├── __init__.py │ │ │ ├── data │ │ │ └── test_data.csv │ │ │ └── test.py │ ├── 03_vc_front_page.md │ ├── 04_binder │ │ └── 01_binder.md │ ├── 04_exercises │ │ ├── 01_python_packages.ipynb │ │ ├── 02_conda.ipynb │ │ ├── 02_use_conda.md │ │ ├── 03_binder.md │ │ └── im │ │ │ ├── detrended.jpg │ │ │ └── diag.jpg │ ├── 04_exercises_front_page.md │ ├── 05_solutions │ │ ├── 01_python_packages_solutions.ipynb │ │ ├── im │ │ │ ├── detrended.jpg │ │ │ └── diag.jpg │ │ └── ts_emergency │ │ │ ├── __init__.py │ │ │ ├── data │ │ │ ├── .~lock.ts_ed.csv# │ │ │ ├── syn_ts_ed_long.csv │ │ │ └── syn_ts_ed_wide.csv │ │ │ ├── datasets.py │ │ │ └── plotting │ │ │ ├── __init__.py │ │ │ ├── tsa.py │ │ │ └── view.py │ └── 05_solutions_front_page.md ├── appendix │ ├── acknowledge.md │ ├── fp_lectures.md │ ├── fp_practicals.md │ ├── labs │ │ ├── 01_basics.ipynb │ │ ├── 02_basics.ipynb │ │ ├── debug1.md │ │ ├── debug2.md │ │ └── src │ │ │ ├── cinema_exercise.py │ │ │ ├── list_comprehensions.py │ │ │ ├── moviedb.csv │ │ │ ├── py_finance.py │ │ │ ├── string_manipulation.py │ │ │ ├── test_finance.py │ │ │ ├── week1_debug_challenge1.py │ │ │ └── wk2_debug_challenge.py │ └── lectures │ │ ├── Lecture1.ipynb │ │ └── Lecture2.ipynb ├── front_page.md └── imgs │ ├── logo_v1.png │ ├── package_versus_project.drawio │ ├── package_versus_project.png │ ├── small_logo.png │ ├── title.odg │ ├── title_cropped.png │ ├── 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