Below is a list of references on Python that are related to algorithms or mathematics. The hope is to save others some leg work. For a complete list of Python books and videos, click here.
- Algorithms & Data Structures in Python by S Jagannathan, N Sinenian
- Annotated Algorithms in Python by M Di Pierro
- Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference by C Davidson-Pilon
- Building Machine Learning Systems with Python by W Richert, L Pedro Coelho
- Building Probabilistic Graphical Models with Python by K R Karkera
- Computational Physics by M Newman
- Data Structure and Algorithmic Thinking with Python by N Karumanchi
- Data Structures and Algorithms Using Python by R D Necaise
- Data Structures and Algorithms: Using Python and C++ by D M Reed, J Zelle
- Data Structures and Algorithms in Python by M T Goodrich, R Tamassia, ...
- Data Structures and Algorithms with Python by K D Lee, S Hubbard
- Doing Math with Python by Amit Saha
- Equilibrium Statistical Physics: with Computer simulations in Python by Leonard M. Sander
- Image Processing and Acquisition using Python by R Chityala, S Pudipeddi
- Introduction to Machine Learning with Python by S Guido
- Introduction to Numerical Programming: A Practical Guide for Scientists and Engineers Using Python and C/C++ by T A Beu
- Learning scikit-learn: Machine Learning in Python by R Garreta, G Moncecchi
- Machine Learning in Python: Essential Techniques for Predictive Analysis by M Bowles
- Marketing Data Science: Modeling Techniques in Predictive Analytics with R and Python by T W Miller
- Mathematics and Python Programming by J C Bautista
- Mathematics for the Digital Age and Programming in Python by M Litvin, G Litvin
- Modeling Techniques in Predictive Analytics with Python and R by T W Miller
- Numerical Methods in Engineering with Python by J Kiusalaas
- OpenCV Computer Vision with Python by J Howse
- Parallel Programming with Python by J Palach
- Primer on Scientific Programming with Python by H P Langtangen
- Problem Solving with Algorithms and Data Structures Using Python by B N Miller, D L Ranum
- Edition: 2
- Edition: 2
- Programming and Mathematical Thinking: A Gentle Introduction to Discrete Math Featuring Python by A M Stavely
- Programming Computer Vision with Python: Tools and algorithms for analyzing images by J E Solem
- Python Algorithms: Mastering Basic Algorithms in the Python Language by M L Hetland
- Python for Signal Processing: Featuring IPython Notebooks by J Unpingco
- Python for Scientists by John M. Stewart
- Python Scripting for Computational Science by H P Langtangen
- Scientific Computation: Python Hacking for for Math Junkies by B E Shapiro
- Statistics, Data Mining, and Machine Learning in Astronomy by Z Ivezic, A Connolly, ...
- Think DSP - Digital Signal Processing in Python by A B Downey
Via a private email, the following link has a list of legitimate free books
ReplyDeletehttp://resrc.io/list/10/list-of-free-programming-books/