Python

Great Reads

CodeProject.AI Server: AI the easy way.

by CodeProject

Version 2.2.4. Our fast, free, self-hosted Artificial Intelligence Server for any platform, any language

Using Python Scripts from a C# Client (Including Plots and Images)

by Thomas Weller

Demonstrates how to run Python scripts from C#

Creating a Chatbot using Amazon Lex Service

by Akhil Mittal

Creating a real-time chatbot using Amazon Lex Services and deploying the bot over Facebook messenger

Rotating a Cube with an L3G4200D Gyro Chip wired to a BeagleBone Black

by Marc Clifton

My adventure with hardware and communicating between a BeagleBoneBlack and a C# app on Windows.

Latest Articles

Cheetah Optimizer - Python Implementation

by Ujwal Watgule

The Cheetah Optimizer is a nature-inspired metaheuristic algorithm designed to tackle complex optimization problems across multiple dimensions.

Running Automation Tests at Scale Using Python

by Suhagkumar Vamja

This article discusses running automation tests at scale using Python, primarily focusing on Selenium.

Porting Your Applications to Arm64 Using Arm64EC — Series (Part 2)

by Dawid Borycki

Porting Your Applications to Arm64 Using Arm64EC — Series (Part 1)

by Dawid Borycki

In this article, you will build a Qt-based Python application with two C/C++-based DLL dependencies. This architecture mimics a typical scenario of using Python and Qt for rapid UI prototyping and DLLs for computation-intense work.

All Articles

top

Python

CodeProject.AI Server: AI the easy way.

3 Aug 2023 by CodeProject

Version 2.2.4. Our fast, free, self-hosted Artificial Intelligence Server for any platform, any language

Python

artificial-intelligence

mlops

CodeProject.AI

object-detection

Using Python Scripts from a C# Client (Including Plots and Images)

26 Aug 2019 by Thomas Weller

Demonstrates how to run Python scripts from C#

Creating a Chatbot using Amazon Lex Service

25 Jan 2019 by Akhil Mittal

Creating a real-time chatbot using Amazon Lex Services and deploying the bot over Facebook messenger

Rotating a Cube with an L3G4200D Gyro Chip wired to a BeagleBone Black

8 May 2016 by Marc Clifton

My adventure with hardware and communicating between a BeagleBoneBlack and a C# app on Windows.

Python

Debian

IP Radar 2 - Real-Time Detection and Defense

25 Jun 2023 by Clark Fieseln

In this article, you will learn what you can do to protect your privacy against malicious network activity and policy violations (exploits, port-scanners, advertising, telemetry, state surveillance, etc.) when even the most widespread tools seem to fail this goal.

Web Search Engine

28 Jul 2023 by Ștefan-Mihai MOGA

Design and implementation of a Web Search Engine using Text Mining techniques

Python

web

Machine Learning - Opinion and Text Mining by Naive Bayes Classifier

26 Apr 2018 by Mahsa Hassankashi

Best practice for opinion and Text Mining based on Naïve Bayesian Classifier.

Python

machine-learning

algorithm

Rodney - A Long Time Coming Autonomous Robot (Part 2)

16 Jan 2019 by Phil Hopley

Second part in a series on a ROS (Robot Operating System) House Bot

Brief Introduction of a Continuous SQL-stream Sending and Processing System (Part 1: SQLite)

1 Jan 2021 by Yuancai (Charlie) Ye

Application of SocketPro onto various databases for continuous inline request/result batching and real-time stream processing with bi-directional asynchronous data transferring

Hacking Alexa's Voice Recordings

7 Nov 2019 by Michael Haephrati

Now you can store your own voice recordings kept by Amazon but not made available to customers

Python

Amazon

automation

FPGA Hardware Simulation Framework (FPGA_HW_SIM_FWK)

11 Jan 2023 by Clark Fieseln

Simulate hardware containing an FPGA programmed in VHDL interactively

Create a Dockerized Python Fiddle Web App

10 May 2017 by Marc Clifton

Using C#, a simple web server, and Docker, I show you how to create a "Fiddle" website to run Python (or other script languages)

Correcting Missing Data in Pandas

29 May 2020 by Glenn Prince

In this third part of the Data Cleaning with Python and Pandas series, we delve into some of the problems the dataset may contain.

Python

artificial-intelligence

Silverlight Pronunciation Test

29 Apr 2012 by Marcelo Ricardo de Oliveira

How to create a pronunciation test tool using Silverlight and Python

Raspberry Pi - Haynes Owner's Workshop Manual

5 Mar 2014 by DaveAuld

A quick book review of what could be one of the "Best Haynes Manual Ever"

Python

Raspberry-Pi

Adding Object Detection with TensorFlow to a Robotics Project

28 Apr 2019 by Phil Hopley

In this article, we will add AI to an existing ROS (Robot Operating System) House Bot.

Introducing Jupyter and Pandas

29 May 2020 by Glenn Prince

This article is the first in the Data Cleaning with Python and Pandas series that helps working developers get up to speed on data science tools and techniques.

Python

artificial-intelligence

Jupyter

machine-learning

Loading CSV and SQL Data into Pandas

29 May 2020 by Glenn Prince

In this second part of the Data Cleaning with Python and Pandas series, now that we have a Jupyter Notebook set up and some basic libraries initialized, we need to load some data. To do this, we’ll load data from a CSV file, as well as from a local SQLite database.

Python

SQLite

artificial-intelligence

CSV

Reshaping Data in a Pandas DataFrame

29 May 2020 by Glenn Prince

In this sixth part of the Data Cleaning with Python and Pandas series, we look at a few of the simpler methods for combining data.

Python

artificial-intelligence

Custom Model Object Detection with OpenCV and ImageAI

11 Jun 2020 by Glenn Prince

This article gives you a good starting point for your own object detection projects.

Python

artificial-intelligence

machine-learning

OpenCV

Bernoulli Factory Algorithms

2 Sep 2021 by Peter Occil

Algorithms to turn biased "coin flips" into biased "coin flips", and how to code them.

Python

random

algorithm

Invoking TensorFlow AI (Python) from a C# Desktop Application

11 Oct 2019 by Thomas Weller

Demonstrates how to invoke TensorFlow neural networks from a C# application and also how to use a Python-generated chart to display the results.

Forecasting Stock Market Volatility with Kalman Filters

21 Aug 2023 by Jin Choi, PhD

A layman's description of how Kalman Filters work, and sample code that shows how to use it to forecast stock market volatilities

Python

PyTorch

machine-learning

Object Detection with an IP Camera using Python and CodeProject.AI Server

17 Oct 2022 by Chris Maunder

The first in a two-part series on detecting objects and evil rodents

Python

artificial-intelligence

object-detection

CodeProject.AI

Dockerize A Simple Web-Application Created By Using Python, Flask and PostgreSQL

24 Aug 2018 by Arthur V. Ratz

Create a Python web-app using Flask and PostgreSQL server, and run it in Docker

Rodney - A Long Time Coming Autonomous Robot (Part 3)

17 Jan 2019 by Phil Hopley

Third part in a series on a ROS (Robot Operating System) House Bot

Rodney - A Long Time Coming Autonomous Robot (Part 5)

7 Apr 2019 by Phil Hopley

Fifth part in a series on a ROS (Robot Operating System) House Bot

Rodney - A Long Time Coming Autonomous Robot (Part 8)

3 May 2019 by Phil Hopley

Eighth part in a series on a ROS (Robot Operating System) House Bot

Can QR Decomposition Be Actually Faster? Schwarz-Rutishauser Algorithm

3 Jan 2022 by Arthur V. Ratz

Optimizing the performance of the large-sized matrices QR factorization and eigendecomposition, using Schwarz-Rutishauser algorithm

Interfacing C++ and Python with the Python API

2 Aug 2023 by Matt Scarpino

This article explains how the Python API makes it possible to embed Python in C++ and write extension modules in C++ that can be imported in Python.

Python

C++

Embedding Python Applications within Gidon C# Plugin Framework

27 Feb 2023 by Nick Polyak

How to display Python plots within a C# program

Using Pretrained Models to Detect People With OpenCV and ImageAI

8 Jun 2020 by Glenn Prince

In this article, we'll have a look at some of the pretrained models we can use in ImageAI to start detecting people in images.

Python

artificial-intelligence

gRPC in Easy Samples for C#, JavaScript and Python

24 Jan 2023 by Nick Polyak

This article provides simple examples of creating both client and server code for Google RPCs

Javascript

Python

RPC

Basic Deep Learning using Python+Keras

31 May 2018 by Jesús Utrera

First article of a series of articles introducing deep learning coding in Python and Keras framework

Python

Keras

deep-learning

An Interesting Problem in the History of Probability

6 Jun 2018 by Amarnath S

A historical problem in Probability with apparent and correct solutions, along with its Python simulation

Python

Combining Multiple Datasets in Pandas

29 May 2020 by Glenn Prince

In this fourth part of the Data Cleaning with Python and Pandas series, we look at a few of the simpler methods for combining data

Python

artificial-intelligence

Installing OpenCV and ImageAI for Object Detection

4 Jun 2020 by Glenn Prince

In this article, we'll set up everything we need to build a hardhat detector with OpenCV.

Python

artificial-intelligence

machine-learning

Jupyter

OpenCV

Audio Steganography for Pretty Good Concealing (AS4PGC)

25 Sep 2021 by Clark Fieseln

Compress, encrypt and hide a secret file inside an audio file (MP3, WAV, OGG, FLAC, ..)

Python Fourier Transform Helper Library

13 Apr 2022 by Steve Hageman

A Python Library to help make properly scaled Fourier Transforms including utility functions

An Optimal Wagner-Fischer Algorithm For Approximate Strings Matching In Python And NumPy

16 Sep 2022 by Arthur V. Ratz

Compute the Levenshtein distance of literal strings effectively by using the Wagner-Fischer (two matrix rows-based) algorithm.

CrashRptEx - An Extension to the CrashRpt Crash Reporting System

23 May 2018 by Andreas Schoenle

How to use CrashRptEx, to avoid some of the pitfalls of crash reporting in MFC apps or if you want the ability to continue your application after a crash

Algorithmic approaches to solving the Pascal's Triangle and the Newton's Binomial

18 Aug 2014 by José Cintra

Some suggestions of algorithms for solving the Pascal Triangle, addressing iterative, recursive and functional paradigms

WPF and IronPython Business Rules - Part 2

9 Jun 2015 by beep

A full WPF sample application demonstrating IronPython business rules

Building a search engine with Python, Tornado and Strus

20 Oct 2017 by Patrick P. Frey

This tutorial based on a docker image will guide through the development of a search engine service based on Strus and its Python Bindings within the Tornado web-framework.

Creating a Turing Machine in Python – Part 2

22 Nov 2018 by Philipp_Engelmann

How to create a Turing machine in Python - Part 2

Python

artificial-intelligence

machine-learning

neural-network

Data Visualization using Seaborn and Pandas

29 May 2020 by Glenn Prince

In this seventh part of the Data Cleaning with Python and Pandas series, we can explore our visualization options.

Python

artificial-intelligence

Preparing Images for Object Detection With OpenCV and ImageAI

9 Jun 2020 by Glenn Prince

In this article, we train our own custom model to detect if people are wearing hardhats.

Python

artificial-intelligence

machine-learning

OpenCV

Configuration Files in Python

9 Dec 2021 by Akhil Mittal

Create a config file; add, update and delete a configuration, and read a configuration in a Python app

Python

config

AI Anomaly Detection on Bitcoin Time Series Data

26 Feb 2021 by Sergio Virahonda

In this article we talk about anomaly detection on time series data.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Performance testing of ORM layers in Python and C++

27 Jan 2015 by Vaclav Naydenov

Comparing the performance of two similar CRUD server apps, one written in Python and SQLAlchemy, the other in C++ and YB.ORM.

Scripted Business Rules with .NET and IronPython, Part 1

28 May 2015 by beep

Introduction to the Aim framework for dynamic scripting

Implementation of Convolutional Neural Network using Python and Keras

5 Mar 2018 by Nikola M. Živković

Implementation of Convolutional Neural Network using Python and Keras

Python

parallel-processing

neural-network

Deploy Node.js Application Running on Microsoft IIS 10 To Docker's Windows Server Core 2016 Containers

1 Sep 2018 by Arthur V. Ratz

In this brief article, we will demonstrate how to deploy a Node.js application and run it on Docker's Windows Server Core 2016 Containers

Shallow Copy vs. Deep Copy in Python 3

24 Nov 2019 by Volynsky Alex

This article describes the difference between shallow and deep copy using Python 3.

Python

Linux

Windows

Cleaning Data in a Pandas DataFrame

29 May 2020 by Glenn Prince

In this fifth part of the Data Cleaning with Python and Pandas series, we take one last pass to clean up the dataset before reshaping.

Python

artificial-intelligence

Training a Custom Model with OpenCV and ImageAI

10 Jun 2020 by Glenn Prince

In this article, we begin the process of creating a custom object detection model.

Python

artificial-intelligence

machine-learning

OpenCV

Age Estimation With Deep Learning: Getting Started

17 Jul 2020 by Sergey L. Gladkiy

In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.

Python

artificial-intelligence

deep-learning

Keras

OpenCV

Portable Neural Networks with ONNX

3 Sep 2020 by Keith Pijanowski

This article is the first in a series of seven articles in which we will explore the value of ONNX with respect to three popular frameworks and three popular programming languages.

Python

artificial-intelligence

Keras

machine-learning

Converting an ONNX Object Detection Model to iOS Core ML

21 Nov 2020 by Jarek Szczegielniak

In this series, we’ll use a pretrained model to create an iOS application that will detect multiple persons and objects in a live camera feed rather than in a static picture.

Python

artificial-intelligence

YAML

neural-network

Discrete Fourier Transform For Frequency Analysis

12 Oct 2014 by pi19404

In this article we will look at the basics of Discrete Fourier Transform and how it can be used as tool for frequency analysis of a signal

Python

Distributing a search engine index with Strus

20 Oct 2017 by Patrick P. Frey

Article about implications of scalability requirements on full-text search engines and how Strus meets these requirements.

Making GET Requests in Python - Tutorial

15 Apr 2016 by Lenny Cheng

We use Chrome DevTools, and the urllib and BeautifulSoup libraries to programmatically GET contents from www.codeproject.com.

Python

Dev

web

NAT traversal for Software Developers

1 Aug 2017 by Andy Galluzzi

NAT traversal for Software Developers

Python

TCP/IP

Rodney - A Long Time Coming Autonomous Robot (Part 4)

17 Jan 2019 by Phil Hopley

Fourth part in a series on a ROS (Robot Operating System) House Bot

Using Visual Studio Code to Develop a Service Inside of a Container

3 Aug 2019 by Dmitriy Repin

Using VS Code to author and debug an any-language service inside of a container running locally, on a cloud VM, or in a Kubernetes pod

Integrate SAP-HANA EML Library And TensorFlow Model Server (TMS) To Predict S&P 500 Index: Part 2: Build and Export TensorFlow Model

14 Sep 2019 by Arthur V. Ratz

How to create and export TensorFlow S&P 500 Index prediction model and serve it using TensorFlow Model Server

artificial-intelligence

Architect

Finding Training Data for OpenCV and ImageAI Object Detection

5 Jun 2020 by Glenn Prince

In this article, we create an object detection model.

Python

artificial-intelligence

machine-learning

OpenCV

Partially-Sampled Random Numbers for Accurate Sampling of Continuous Distributions

16 Mar 2022 by Peter Occil

Python code for partially-sampled random numbers for accurate arbitrary-precision sampling

Python

random

algorithm

Labelling Images for AI Model Training

27 Jan 2021 by Sergio Virahonda

In this article in the series, we label a face mask dataset.

Python

artificial-intelligence

tensorflow

Raspberry-Pi

Build the Forest in Python Series: AVL Tree

6 Jun 2021 by Shun Huang

Use Python to build AVL Tree

Python

Lina ChatBot - Generating Response Using Document Retrieval TF-IDF

11 Mar 2021 by The Zakies

Build a retrieval based chatbot using TF-IDF

Python

Building User Interfaces for Robotics with VTK - Part 2a

30 Sep 2014 by AD Colab Group

In the 2nd article in this thread, we start building out the 3D environment for the robots using the Visualization ToolKit (VTK).

The High-Governance of No-Framework - Part 2

18 Jun 2016 by Chris Solutions

The implementation of a no-framework client application using high-level developer governance.

rWTT - A Worktime Tracker based on Raspberry Hardware Linked to Dynamics AX

7 Aug 2017 by FiegeU

A worktime tracking solution that reads RFID tags on a Raspberry based terminal that is integrated to Dynamics AX 2009

Palindromes - Fun with Words: Part 1

18 Jun 2018 by charles922

Games/Fun with Programming

Python

.NET

VS2015

Modal Analysis of Plane Truss using Python

3 Sep 2018 by Bhairav Thakkar

Basic modal analysis for dynamic response of structures in Python

Python Single Thread vs Multi-Thread vs Multi-Process on Monty Hall Problem

11 Oct 2018 by DaveAuld

This is a probability based simulation that demonstrates 'Swapping' is considered the best option! We also look at the effect of multi-threading and multi-process in Python.

Python

threads

Setting up macOS for ML and AI Development

26 Aug 2020 by Jarek Szczegielniak

In this article we prepare our development environment.

Python

iOS

artificial-intelligence

machine-learning

neural-network

Building an AI Image Classification Model for iOS Using Create ML and Core ML

1 Sep 2020 by Jarek Szczegielniak

In this article we can proceed to train our custom hot dog detection model using Apple’s Create ML.

Python

iOS

artificial-intelligence

machine-learning

neural-network

Setting Up an Android AI Development Environment

16 Sep 2020 by Joel Ivory Johnson

This is the first in a series of articles on using TensorFlow Lite on Android to bring the power of machine learning and deep neural networks to mobile application

Python

Android

artificial-intelligence

tensorflow

neural-network

Real-time AI Person Detection on Edge Devices: Detecting Persons Using Pre-trained SSD Models

7 Oct 2020 by Sergey L. Gladkiy

In this article, we’ll showcase the Python code for launching these models and detect humans in images.

Python

artificial-intelligence

neural-network

Rubber Duckies in Dynamical Systems

23 Dec 2020 by sbarnes

This time, I'm sure I've found stuff that is completely new and previously unknown.

Python

macOS

Detecting Pests with a Motion Detector and Trained DNN

23 Dec 2020 by Sergey L. Gladkiy

In this article, we’ll show you how to develop a simple motion detector and combine it with the trained DNN model to detect moose on video.

Python

artificial-intelligence

Raspberry-Pi

deep-learning

neural-network

AI Hazard Detection on Android with Tensorflow Lite

5 Jan 2021 by Joel Ivory Johnson

This article series will show readers how to create a real-time AI hazard detector using an Android device.

Python

Android

artificial-intelligence

tensorflow

Crash Detection Using the Accelerometer

11 Jan 2021 by Joel Ivory Johnson

In the next entry of the AI Hazard Detection on Android series, we will look at crash detection and notifications.

Python

Android

artificial-intelligence

tensorflow

Why Use AI for Traffic Speed Detection?

13 Jan 2021 by Allister Beharry

This article series will show you how to build a reasonably accurate traffic speed detector using nothing but Deep Learning, and run it on an edge device like a Raspberry Pi.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Why Use AI on Time-Series Data?

24 Feb 2021 by Sergio Virahonda

This series of articles will guide you through the steps necessary to develop a fully functional time series forecaster and anomaly detector application with AI.

Python

artificial-intelligence

Keras

On How to Mix Two Signals by using Spectral Forecast

20 Mar 2022 by Paul Aurelian Gagniuc

This article shows how to mix two signals into a third, in variable proportions.

Javascript

Java

VB6

Analyzing C/C++ matrix in the gdb debugger with Python and Numpy

16 Oct 2013 by M.Mo

Using the gdb debugger's Python API to analyze and visualize C/C++ arrays in a debugging session.

OpenGL in Python with TKinter

25 Jan 2016 by Samuel Teixeira

Why simple if we can be complex?

Python's Hand in Redirecting Command Output Over the Network

26 Jul 2016 by Zehaie M. Hailu

Python lends itself to the development of multi-threaded GUI and network applications.

Command Line Tool and C# Class for Uploading Videos on Vimeo

23 Aug 2019 by Andreask84

A command line tool and a simple C# class with a complete set of functions to easily upload videos on Vimeo

Using SQLite, Leverage the create_aggregate(), and SQL's Between Operator to Create a Normal Probability Distribution Histogram, or What is More Commonly Referred to as a Bell Curve

8 Dec 2016 by rerhart585

Using SQLite, leverage the create_aggregate(), and SQL's Between Operator to create a Normal Probability Distribution Histogram, or what is more commonly referred to as a Bell Curve.

Access control in Python

11 Apr 2017 by Intel

This access control system application is part of a series of how-to Intel® Internet of Things (IoT) code sample exercises using the Intel® IoT Developer Kit, Intel® Edison board, Intel® IoT Gateway, cloud platforms, APIs, and other technologies.

Enhancing Outlier Detection with Intel® Data Analytics Acceleration Library

19 Apr 2017 by Intel

This article describes different methods to detect outliers in the data and how the Intel® Data Analytics Acceleration Library (Intel® DAAL) helps optimize outlier detection when running it on systems equipped with Intel® Xeon® processors.

Python

machine-learning

Update Confluence Wiki Page Using Python

13 Jun 2017 by Friedrich Brunzema