I do not know actually. I have not looked at many Python books on the subject.
In chapter 3 I have a review of some data structures Lists, Queues, Trees, Graphs, and Disjoint Sets with implementation. It includes what I had in these draft notes: https://github.com/mdipierro/algorithms-animator/blob/master/docs/csc321notes.pdf?raw=true The data structures and algorithms are implemented in the algorithm animator: https://vimeo.com/1735226 https://github.com/mdipierro/algorithms-animator Massimo ________________________________ From: Fernando Masanori Ashikaga [fmasan...@gmail.com] Sent: Wednesday, December 18, 2013 4:36 PM To: DiPierro, Massimo Cc: edu-sig@python.org Subject: Re: [Edu-sig] Annotate Algorithms in Python Very good. I just bought. What other Python based books do you recommend for a Data Structure discipline? 2013/12/18 DiPierro, Massimo <mdipie...@cs.depaul.edu<mailto:mdipie...@cs.depaul.edu>> Welcome everybody, I just finished a book on Numerical Algorithms in Python: http://www.amazon.com/Annotated-Algorithms-Python-Applications-Physics/dp/0991160401 It covers many algorithms including: - merge sort - binary sort - heap sort - priority queues - tree search - tree traversing - topological sort - Dijkstra - Prim - disjoint sets - Huffman encoding - linear algebra - Cholesky - Gauss-Jordan - sparse matrix inversion (minres, bicgstab) - Newton solver - Newton optimizer - bisection method - secant method - golden section method - multi-dimensional solver - least squares - chi square fitting - numerical integration by quadrature - Fourier transform and fft - random number generators - Monte Carlo simulations - parallelization with mpi4py, pyOpenCL, and OCL - Map-Reduce They all come with examples and applications. The book contains the entire source code (pure python) and does use numpy. The point of the book is not teaching existing API but showing/discussing python code. Most of the code presented in the book can be downloaded here: https://github.com/mdipierro/nlib Massimo _______________________________________________ Edu-sig mailing list Edu-sig@python.org<mailto:Edu-sig@python.org> https://mail.python.org/mailman/listinfo/edu-sig _______________________________________________ Edu-sig mailing list Edu-sig@python.org https://mail.python.org/mailman/listinfo/edu-sig
