Notes ISC-4304

( Syllabus Classnotes Homework Lab Resources Fun)

(for Spring semester 2018)

• Lecture 1 (Syllabus/Introduction) January 8
• Lecture 2 (Python baby steps) January 10
• Lecture 3 (Python lists, sets, dicts, slicing) January 17
• Lecture 4 (Continuation: Python lists, sets, dicts, slicing) January 19
• Lecture 4/5 (Functions) January 19
• Lecture 6 (Functions) January 22
• Lecture 7 (Variables and Modules) January 24 and 26
• Lecture 8 (Plotting with matplotlib) January 26
• Lecture 9 (Files, texts, more on loops) January 29
• Lecture 10 (Files, texts) January 31, cont from Jan 29
• Lecture 11 (numpy package) February 2
• Lecture 12 (numpy package extended) February 5
• Lecture 13 object oriented python 1) February 7

(* Lecture 14 (object oriented python 2) -- not given) [we practiced OOP instead]

• Lecture 15 (iterators) February 12
• Lecture 16 (debugging) February 12
• Lectures 17 and 18 were given using codes in the Resources, we discussed solving ordinary differential equations using the forward-Euler method.
• [[Media:isc4304scipyS2018.pdf | Lecture 19 (scipy module) February 21]

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(OLD SLIDES for Spring semester 2017)

• Lecture 1 (Overview) January 10
• Lecture 2 (Python Modules and Interaction with the OS) January 12
• Lecture 3 (Containers in python) January 17
• Lecture 4 (Functions) January 29
• Lecture 5 (Text processing) January 24
• Lecture 6 (Plotting with matplotlib) January 26
• Lecture 7 (scientific computing with numpy) January 31
• Lecture 8 (scientific computing with scipy) February 2
• Lecture 9 (Object orientation with Python 1) February 7
• Lecture 10 (Object orientation with Python 2) February 9
• Tuesday February 14 2017: Question answer session on matplotlib
• Lecture 12 (Iterators and Generators) February 16
• Lecture 13 (Debugging and Beautifcation) February 23
• Lecture 14 (Speed) February 28 ( Original Lecture)
• Lecture 15 (alternatives to Python: Julia) March 2 (Complete package with IJulia notebooks) [for installation of Julia and IJulia look at the Julia main website ].
• Lecture 16 C++ Pointers and such March 21
• Lecture 17 C++ References March 23
• Lecture 18 STL March 28
• Additional Material on const correctness and operator overloading operator instructions; Const-correctness
• Lecture 19 Boost-Python March 30 Installation of Boost-Python from scratch and trial of a simple example C++/python program ( Example code is in the codes section under boost_1unix.zip); we will also look at MrBook's stuff on Makefiles
• Lecture 20 Boost-Python
• Lecture 21 Cython April 11 Example Codes
• Lecture 22 Cython versus Boost April 13 Deathmatch_boost_cython An excellent discussion of the Julia set(s) can be found here and here
• Lecture 23 STL/C++/Cython/Python walkthrough April 18 (partial Example code)
• Lecture 24 Fortran/Parallel speed improvement walkthrough April 20 (Example code)
• FAQ about cython with an example (Philip will lead) (Example code)

Old slides

• Lecture 1 (Overview) January 8
• Lecture 2 (Python Modules and Interaction with the OS) January 13
• Lecture 3 (Containers in python) January 15
• Lecture 4 (Functions) January 20
• Lecture 5 (Text processing) January 22
• Lecture 6 (Plotting with matplotlib) January 27
• Lecture 7 (scientific computing with numpy) January 29
• Lecture 8 (scientific computing with scipy) February 3
• Lecture 9 (Object orientation with Python 1) February 5
• Lecture 10 (Object orientation with Python 2) February 10
• Lecture 11 (Solving a ODE with n variables) February 12 (download zip file from here)
• Lecture 12 (Iterators and Generators) February 17
• Lecture 13 (Speed) February 19 ( Original Lecture)
• Lecture 14 (Debugging and Beautifcation) February 24
• Lecture 15 (alternatives to Python: Julia) February 24 (Complete package with IJulia notebooks) [for installation of Julia and IJulia look at the Julia main website ].
• Lecture 16 C++ Pointers and such March 17
• Lecture 17 C++ References March 24
• Lecture 18 C++ references/Const/operators March 26, coding an example class: operator instructions; Const-correctness
• Installation of Boost-Python from scratch and trial of a simple example C++/python program Example code Lecture 19 Boost-Python March 31
• Lecture 20 Boost-Python April 2
• Lecture 21 Cython April 7
• Lecture 22 More Cython practice April 9 (Example code)
• Lecture 23 C++ templates and the STL April 14 (Example code)
• Lecture 24 STL/C++/Cython/Python walkthrough April 16 (Example code)