This article provides a comprehensive guide to TensorFlow 2.x, covering its execution modes, model building APIs, and insights for choosing the right approach for machine learning projects.

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Python

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#

XML

SQL

Python

IP Radar 2 - Real-Time Detection and Defense

5 Feb 2024 by Clark Fieseln

Protect your privacy against malicious network activity and policy violations

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

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

Data Visualization – Insights with Matplotlib

3 Oct 2020 by Sandeep Mewara

A detailed look at how to deduce insights using Matplotlib with real world examples.

Python

artificial-intelligence

machine-learning

FPGA Hardware Simulation Framework (FPGA_HW_SIM_FWK)

11 Jan 2023 by Clark Fieseln

Simulate hardware containing an FPGA programmed in VHDL interactively

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

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

From a Few Lines of Code to Building a Whole Functional Website

25 Oct 2023 by Rami Alshaar

Full guide to create a website

Fourth Order Runge-Kutta Method in Python

29 Jul 2014 by tyebillion

Implementation of the fourth order Runge-Kutta method in Python for solving n-dimensional ordinary differential equations

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++

Pythonnet – A Simple Union of .NET Core and Python You’ll Love

25 Jan 2023 by Dev Leader

Use the "Python for .NET" package as a way to call Python from C# code

Python

.NET-Core

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

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.

Text Indexing with Prime Factors

19 Jan 2017 by ZackAkil

Explanation and demo of using prime factors to index text records

Python

numbers

text

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

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

NAO.NET, Python Programs to .NET

19 Jun 2015 by Tareq_Gamal

Workaround to run and exchange data between .NET and other platforms

Graph is everywhere

29 Aug 2015 by Eric Z (Jing)

The traditional way to solve the ZigZag Conversion problem is to either build a 2d table or find a pattern among the index of the letters on the same row. There is also a beautiful solution which builds on top of Breadth First Search. Continue reading..

Python

All-Topics

algorithm

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.

NTFS LogFile Parser

28 Jan 2016 by patrik polakovic

A tool for parsing NTFS log file

Python

NTFS

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

Let's Code that Wicked Cool Calculator

30 Oct 2023 by Rami Alshaar

Enhance your coding skills with a walkthrough on how to create a smart calculator with many features made in Python.

Markdown

Python

artificial-intelligence

Matplotlib

text

Which programming should i learn first as a newbie.

1 Oct 2012 by Espen Harlinn

Have a look at C++ Builder[^]Personally I think it's a good idea to learn a language that allows you to get "close" to the hardware. In a way it could be argued that assembly is a good first language, except that you would proably find the exercise rather frustrating.C++ Builder comes...

Java

Python

Linux

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

Dynamic Programming with Python and C#

1 Oct 2013 by Dev Leader

With this post, we’re still just scratching the surface of what’s doable when integrating Python and C#.

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

Python Code Optimizations: Part 3

25 Nov 2015 by Dhruv Singh

Follow the tips below to write more beautiful and idiomatic Python code!

Python2.7

Python

Dev

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

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

C# Jupyter Notebook

16 Nov 2019 by Bahrudin Hrnjica

In this article, we are going to explore the main features in the new C# Juypter Notebook.

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

Python vs C++ Series: Polymorphism and Duck Typing

10 Oct 2021 by Shun Huang

Introduce Python's way to support polymorphism and duck typing from the concept of C++ polymorphism

Python

C++

polymorphism

Python vs C++ Series: Variable Scope

25 Oct 2021 by Shun Huang

Some Python scope rules that are not intuitive for people from a C++ background

Python

C++

Unveiling the Counterintuitive Nature of the Monty Hall Problem - A Simulation-Based Investigation

13 Jun 2023 by Jack Devey

This post delves into the perplexing Monty Hall paradox, examining the probabilities associated with sticking or switching doors in the game scenario.

Lina ChatBot - Generating Response Using Document Retrieval TF-IDF

11 Mar 2021 by The Zakies

Build a retrieval based chatbot using TF-IDF

Python

Recursive Permutations in Python

28 Jan 2019 by CPallini

Computing permutations using recursion, in Python, for the absolute beginner

Python

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

What does TBD milliseconds mean?

9 Apr 2011 by Wendelius

Could it just be that the specs you have are incomplete? TBD could mean To Be Defined.

Python

performance

how can i recording of everything that is entered from the keyboard

9 Feb 2012 by Espen Harlinn

As CodeProject is mostly a Windows centric site I assume that you are looking for a solution that works on Windows - so have a look at: PyHook[^]Description from the project site:pyHook is a python wrapper for global input hooks in Windows. Specifically it wraps the Windows...

Python

keyboard

Programming GUI over linux

21 Sep 2012 by Sergey Alexandrovich Kryukov

If you have some experience with C#, I would recommend the following: develop your application on Windows for Microsoft.NET. Use System.Windows.Forms (not WPF, not Metro). If your application does not use any Windows-specific code (like direct manipulation with Windows messages), no P/Invoke,...

Python

C++

Linux

Which programming should i learn first as a newbie.

9 Oct 2012 by Sergey Alexandrovich Kryukov

Practically, I think this is the answer which could serve your well: That would be too dangerous to rely upon the answer by any stranger in the world, no matter how good is the answer.Do I even have to explain why? We don't know what are you and what you want to do. Anyway, I could point out...

Java

Python

Linux

Which programming should i learn first as a newbie.

1 Oct 2012 by pasztorpisti

I think the more languages you know the more you see from the big picture. Its easier to program in higher level languages like C# but some problems can be solved only with lower level ones like C. Of course there are a big set of problems as well where a higher level languages offers 1000 times...

Java

Python

Linux

Python Basics: Understanding the Functions

4 Oct 2013 by Arpit Jain