Difference between revisions of "Lab assignments for ISC-4304"

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== Lab for Spring 2018 ==
 
== Lab for Spring 2018 ==
[see on the Canvas website]
+
[see also on the Canvas website]
* Lab 1: Python, simple book analysis [[Media:isc4304lab1S2018.pdf | PDF]]
+
 
* Lab 2 Plotting with matplotlib [[Media:isc4304lab2S2018.pdf | PDF]] <br>
+
 
* Lab 3: Python, Conway's Game of Life [[Media:isc4304lab3_S2018.pdf | PDF]] <br>
 
            (Some description of Conway's Game of Life  [[Media:conwaygame.pdf | PDF]])
 
* Lab 4: Hilbert Curve [[Media:isc4304lab4S2018.pdf | PDF]], and here is a tutorial about the Hilbert curve [[Media:hilbert_curve.pdf | PDF]] <br>
 
* Lab 5:Bayesian inference [[Media:isc4304lab5S2018.pdf | PDF]]<br>
 
  
 
<br>
 
<br>
 
== Old labs ==
 
== Old labs ==
 
* Lab 1: Python, learn basic python commands and write a simple function [[Media:isc4304lab1S2017.pdf|PDF]]
 
* Lab 1: Python, learn basic python commands and write a simple function [[Media:isc4304lab1S2017.pdf|PDF]]
* Lab 2: Python, simple book analysis [[Media:isc4304lab2_S2017.pdf | PDF]]
+
* Lab 2: Python, simple book analysis [[Media:isc4304lab2_S2017.pdf | PDF]] [[Media:isc4304lab1S2018.pdf | PDF]]
* Lab 3: Python, Conway's Game of Life [[Media:isc4304lab3_S2017.pdf | PDF]] <br>
+
* Lab 3: Python, Conway's Game of Life [[Media:isc4304lab3_S2017.pdf | PDF]]  [[Media:isc4304lab3_S2018.pdf | PDF]]<br>
 
             (Some description of Conway's Game of Life  [[Media:conwaygame.pdf | PDF]])
 
             (Some description of Conway's Game of Life  [[Media:conwaygame.pdf | PDF]])
* Lab 4 Plotting with matplotlib [[Media:isc4304lab4_S2017.pdf | PDF]] <br>
+
* Lab 4 Plotting with matplotlib [[Media:isc4304lab4_S2017.pdf | PDF]] [[Media:isc4304lab2S2018.pdf | PDF]]<br>
 +
* Lab 4: Hilbert Curve [[Media:isc4304lab4S2018.pdf | PDF]], and here is a tutorial about the Hilbert curve [[Media:hilbert_curve.pdf | PDF]] <br>
 +
* Lab 5:Bayesian inference [[Media:isc4304lab5S2018.pdf | PDF]]<br>
 
* Lab 5 n-ODE lab  [[Media:isc4304lab5S2017.pdf | PDF]] <br>
 
* Lab 5 n-ODE lab  [[Media:isc4304lab5S2017.pdf | PDF]] <br>
 
* Lab 6 Bayesian inference on 4-sided dice data using Python  [[Media:isc4304lab6S2017.pdf | PDF]] <br>
 
* Lab 6 Bayesian inference on 4-sided dice data using Python  [[Media:isc4304lab6S2017.pdf | PDF]] <br>

Revision as of 14:30, 6 January 2019

( Syllabus Classnotes Homework Lab Resources Fun)

Lab for Spring 2018

[see also on the Canvas website]



Old labs

  • Lab 1: Python, learn basic python commands and write a simple function PDF
  • Lab 2: Python, simple book analysis PDF PDF
  • Lab 3: Python, Conway's Game of Life PDF PDF
            (Some description of Conway's Game of Life   PDF)
  • Lab 4 Plotting with matplotlib PDF PDF
  • Lab 4: Hilbert Curve PDF, and here is a tutorial about the Hilbert curve PDF
  • Lab 5:Bayesian inference PDF
  • Lab 5 n-ODE lab PDF
  • Lab 6 Bayesian inference on 4-sided dice data using Python PDF
  • Lab 7 Bayesian inference on 4-sided dice data using C++ PDF
  • Lab 8 Translation of the numerical n-ODE example to C++ PDF
  • Lab 9 Combining Python with C++ using boost::python PDF
  • Lab 10 Speeding up a python program using Cython PDF Code to improve is this Mandelbrot Python program (look at the lectures on cython [integration and Juliaset examples) for details how to run cython)
  • Lab 1: Python, learn basic python commands and write a simple function PDF
  • Lab 2: Python, simple book analysis PDF
  • Lab 3: Python, Conway's Game of Life PDF
  • Lab 3 Addendum: Python and Matplotlib, Conway's Game of Life PDF
  • Lab 4 Plotting with matplotlib PDF
  • Lab 5 n-ODE lab PDF
  • Lab 6 Bayesian inference on 4-sided dice data using Python PDF
  • Lab 7 Bayesian inference on 4-sided dice data using C++ PDF
  • Lab 8 Translation of the numerical n-ODE example to C++ PDF Small Vector library
  • Lab 9 Combining Python with C++ using boost::python PDF
  • Lab 10 Speeding up a python program using Cython PDF Code to improve is this Mandelbrot Python program (this example [ integration.zip from the last class may help to set up the cython compile using the setup.py, it needs to be called like this: python setup.py build_ext --inplace )
  • Lab 11 Speeding up even more by running in parallel PDF