Python code examples
Learn how to plot a correlation matrix using pyplot and object-oriented APIs in this article by Srinivasa Rao Poladi, the co-founder of krtrimaIQ a consulting firm that provides cognitive solutions to create tomorrow’s Intelligent Enterprises powered by automation, big data, …
Learn some of the fundamental concepts of concurrent programming in this article by Quan Nguyen, a Python enthusiast and data scientist. It is estimated that the amount of data that needs to be processed by computer programs doubles every two years. The International Data Corporation (IDC), for …
Fundamental Concepts of Concurrent Programming with Python Read more →
This article will show you how to solve the CartPole balancing problem. The CartPole is an inverted pendulum, where the pole is balanced against gravity. Traditionally, this problem is solved by control theory, using analytical equations. However, in this article, you’lllearn to solve the …
Python – Balancing CartPole with Machine Learning Read more →
LearnNumPy fast operation and computations in this article by Alberto Boschetti, a data scientist with expertise in signal processing and statistics and Luca Massaron, a data scientist and marketing research director specialized in multivariate statistical analysis, machine learning, and customer …
Learn how to build, test, and deploy a Python web service using Zappa in this article by Abdulwahid Abdulhaque Barguzar, a software architect and an active contributor to the open source community. He has developed a deep understanding of architecting …
Learn how to use NumPy for simulations in this tutorial by Alvaro Fuentes, a data scientist with an M.S. in quantitative economics and applied mathematics with more than 10 years of experience in analytical roles. NumPy, also known as Python’s vectorization solution, …
Learn how passwords can be stored without a risk of leaking them in this tutorial by Alessandro Molina, a Python developer since 2001 and currently the core developer of the TurboGears2 web framework and maintainer of Beaker Caching/Session framework.While cryptography is …
Working with VBA is usually not considered high level of programming. Still, when it comes to Excel, this is probably the best solution. However, Python has some libraries which can help a bit, if you are willing to “mimic” the …
Python – Write Values in all Worksheets of existing Excel File Read more →
Selecting Python for a “weapon” of choice has many positive points, which I am not going to describe now. Still, if you want to run python code with the help of VBA and the Shell through the CommandPrompt of Windows, …
Run Python Functions From Excel With VBA with Shell through CommandPrompt Read more →
Working with Python and Excel together is really fun for a VBA Developer! It somehow shows you what all these years of coding with VBA have taught you! Today, I was thinking how to implement the .Find() method of searching in …
The XlsxWriter library of Python is a nice gem for a VBA developer – you would be really interested to see the problems a Python developer should be facing, just to achieve a simple part Excel automatization. Still, these are …
In less than 4 days I would be travelling to Berlin to see what is happening on the DevOpsCon there. I will be present for a whole day workshop for machine learning with Python, thus I have decided that it …
DevOps Conference in coming – time to install Python on my machine Read more →
Some month ago, I have kindly received two books from Apress.com for a review. The first one was for Python Data Analytics, which I have already reviewed and the second once was Python Algorithms. Before starting the review, let me …
A new book review is coming in the next weeks – I have noticed the Python books of Apress some time ago and today I was provided with a paper copy for a review. The review is yet to come!
Hello party people! 🙂 Today I was wondering whether I have forgotten to code in Python after 4 weeks of coding marathon in VBA and I have decided to try a small portion of the weekly challenge from CodeForces! So, the …
Python – Algorithm from CodeForces – Bears and Blocks Read more →
In the current article I will try to solve a problem for calculation of average distance with Dijkstra, given in codeforces.com contest here in pdf. What is the problem like? We have n weighted graphs like this: For each given graph, …
Python – Algorithm – Calculate Average distance with Dijkstra Read more →
Sometimes complicated algorithms are really easy to be written down. The current problem is solved in 6 lines of code (from line 5 to line 11), but it you need to put effort to understand how the algorithm works and what are …
Python Algorithms – Maximum combinations of coins Read more →
Yesterday I have spent some hours, trying to resolve one problem for shortest paths. The problem was coming from HackBulgaria and was somehow similar to these two problems here: Get the shortest path in a weighted graph with Dijkstra Dijkstra for …
Python Algorithms – Full Dijkstra is stunning again Read more →
Today I was looking into the following problem for word counter in python from Hack Bulgaria: You are given a rectangular table filled with characters and a word. Your task is to count the occurrences of the word in the …
Python – Calculating words in matrix – contest problem Read more →
In this article I will present the solution of a problem for finding the shortest path on a weighted graph, using the Dijkstra algorithm for all nodes. The problem is formulated by HackBulgaria here. Pretty much, you are given a …
After the article here, concerning the building of the binary trees and their usefulness, today I will show how to use these trees in action 🙂 Imagine that we have the following problem, used in arena.hackbulgaria.com: Implement a program in …
Python – Usage of a Binary Tree with List in Python Read more →
Binary trees are really useful, if you are solving an algorithmic problem. They consists of nodes (a.k.a vertices) and edges. Thus, each node has two edges, which are leading to another node. Something like this: The above tree is a simple random non-balanced …
Yesterday, I have started to solve problems from a challenging Russian site for programming competitions. Today, I have decided to spend about 30 minutes on another problem, which seemed easy, but I am already spending hours on it, without being able …
Python – Algorithm Challenge – First Day At School Read more →
About 3 weeks ago, I have enlisted myself in some course for algorithms. There, one of the guys mentioned a web site for web contests and I have decided to take a look. The site is called Timus.ru and the …
How did it all start? When I was a student at the University of Sofia, I had to translate about 100 pages of the Greek Military Codex, which was quite an unpleasant task (if someone claims the opposite – run away from …
As I have already mentioned, the following 2 months I will be dealing with algorithms! Thus, I have enlisted myself in a course for them and I will be spamming my site constantly with some useful (mainly for me) stuff …
About 15 weeks ago, I was making my first steps in Python (sometimes it is a pity that I do not have dates on my articles, but I like it this way). During my first steps, once I had the …
This month I have finished with my Python course in HackBulgaria, thus I have decided to continue with a course, called Algorithms. The course had a requirement of three tasks, which should be resolved in a reasonable time. The first one …
Some time ago I started to interest myself in algorithms. Thus, I bought 2 books about them and I started to read 🙂 The first problem in the first book was explaining the Stable Matching Problem. The essence of the problem is that …
So, some time ago I have started to create apps in Django with Python. It is really fun and amazing, what one can achieve with this package 🙂 E.g., I have generated a small app, counting words and analyzing their repeatability, …
Python Django – How to add css to django application Read more →