Computational Methods of Scientific Programming

Lecture Notes and Related Files

LEC #	LECTURE SLIDES	RELATED FILES
1	Getting Started with Python and Programming Environment (PDF) (PPTX)
2	Hardware, Boolean Algebra, and Loops (PDF) (PPTX)	Lec02.ipynb
3	Array Storage and Data Structures (PDF) (PPTX)	base.ipynb
4	Algorithms and Common Problems (PDF) (PPTX)	DataFrames.ipynb                                  functions.ipynb                                  numpy.ipynb
5	Input/Output and Program Design (PDF) (PPTX)	keyboardIO.ipynb                              polyarea.ipynb
6	Solving Problems Numerically (PDF) (PPTX)	deriv.ipynb                                  integration.ipynb
7	ODE Solutions (PDF) (PPTX)	interactive.ipynb                                  ode.ipynb
8	Graphics (PDF) (PPTX)	graphics.ipynb                         Test_matplotlib.txt
9	Graphics (cont.) and GUIs (PDF) (PPTX)	interactive.ipynb                                  ipywidgets.ipynb                                  regression.ipynb                         FCamp.jpg
10	Code Re-visits (PDF) (PPTX)	accurate_deriv.ipynb                                accurate_integral.ipynb                                astropy_example.ipynb                                geopandas_example.ipynb                                sympy_example.ipynb                                unyt_examples.ipynb                               xarray_example.ipynb
11	Data Analysis (PDF) (PPTX)	formatting.ipynb                                regression.ipynb
12	Libraries, Geopandas, and Xarray (PDF) (PPTX)	astropy_example.ipynb                                c_basic_hello.ipynb                                geopandas_example.ipynb                                sympy_example.ipynb                               xarray_example.ipynb                         air.mon.anom.nc
13	Outputting and Formatting Results (PDF) (PPTX)	formatting.ipynb
14	Compiled Languages (PDF) (PPTX)	array_ptr.c                                array_struct.c                                below_epsilon_func.c                                below_epsilon_main.c                                c_basic_hello.ipynb                                is_0_false_arg.c                                is_0_false_loop.c                                is_0_false.c                                poly_area_inherit.cc                                poly_area_struct_ptr.c                                poly_area.c                                poly_area.cc                                ptr.c                                xplusy.c
15	Fortran (PDF) (PPTX)	classes.ipynb                          ifs.f90                          loops.f90                          subs.f90                         vars.f90                          var_sub_03.f90
16	C/C++ (PDF) (PPTX)	below_epsilon_func.c                                below_epsilon_main.c                                is_0_false_arg.c                                is_0_false_loop.c                                poly_area.c                                xplusy.c
17	C/C++ (cont.) (PDF) (PPTX)	array_ptr.c                                array_struct.c                                classes.ipynb                                poly_area_struct_ptr.c                                poly_area.cc                                ptr.c
18	Finish C++, Classes in Python (PDF) (PPTX)	poly_area_inherit.cc
19	Julia (PDF) (PPTX)	account_configadd_julia_kernel.ipynb                         julia-basics.ipynb                         julia_basics.jl
20	Julia Objects, Multiple Dispatch (PDF) (PPTX)	l63.jl                       l63_euler_julia_butterfly.ipynb                       mypoly-julia.ipynb
21	Parallel Programming; Algorithms and Scaling; MPI (PDF) (PPTX)
22	Version Control and Software Management Practices (PDF) (PPTX)	amdahl.ipynb                      coarray.f90                      diffusion1d.ipynb                      mpi-hello.c                     README.md                      phi_init_rank0.png                      phi_init_rank1.png                      setup_notes.txt                      step1.py                      step2.py                      step3.py                      step4.py                      step5.py                      step6.py
23	Working with Large Data Files: NetCDF and Databases (PDF) (PPTX)