C++ numerical libraries | Data mining and machine learning software | Free statistical software

Dlib

Dlib is a general purpose cross-platform software library written in the programming language C++. Its design is heavily influenced by ideas from design by contract and component-based software engineering. Thus it is, first and foremost, a set of independent software components. It is open-source software released under a Boost Software License. Since development began in 2002, Dlib has grown to include a wide variety of tools. As of 2016, it contains software components for dealing with networking, threads, graphical user interfaces, data structures, linear algebra, machine learning, image processing, data mining, XML and text parsing, numerical optimization, Bayesian networks, and many other tasks. In recent years, much of the development has been focused on creating a broad set of statistical machine learning tools and in 2009 Dlib was published in the Journal of Machine Learning Research. Since then it has been used in a wide range of domains. (Wikipedia).

Dlib
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The Two-Dimensional Discrete Fourier Transform

The two-dimensional discrete Fourier transform (DFT) is the natural extension of the one-dimensional DFT and describes two-dimensional signals like images as a weighted sum of two dimensional sinusoids. Two-dimensional sinusoids have a horizontal frequency component and a vertical frequen

From playlist Fourier

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StyleGAN2 Caricatures

Ever wanted to make a caricature of someone you know, but can't draw at all? No problem - StyleCariGAN to the rescue! ;) GitHub - https://github.com/wonjongg/StyleCariGAN Virtual Environment: 1. pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://downloa

From playlist Nerdy Rodent Uploads!

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Face Detection Using Webcam Python | Face Recognition in Python Using OpenCV | Simplilearn

In this video, we are going to cover how to create a face detection system using OpenCV Python. This video will help you to understand what is OpenCV python, What is face detection, after which will do a hands-on lab demo to create face detection using OpenCV python. ⏺ Face Detection Usin

From playlist Python For Beginners 🔥[2022 Updated]

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How To Do Face Detection And Tagging In Video With Deep Learning | Introduction | #AI

Don’t forget to subscribe! In this project series, you will learn how to do face detection and tagging in video with deep learning. In this project, you are going to learn how to use deep neural networks for face detection, tracking, and redaction. Face recognition is a broad problem o

From playlist Face Detection And Tagging In Video With Deep Learning

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How To Do Face Detection And Tagging In Video With Deep Learning | Session 01 | #AI

Don’t forget to subscribe! In this project series, you will learn how to do face detection and tagging in video with deep learning. In this project, you are going to learn how to use deep neural networks for face detection, tracking, and redaction. Face recognition is a broad problem o

From playlist Face Detection And Tagging In Video With Deep Learning

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How To Do Face Detection And Tagging In Video With Deep Learning | Session 03 | #AI

Don’t forget to subscribe! In this project series, you will learn how to do face detection and tagging in video with deep learning. In this project, you are going to learn how to use deep neural networks for face detection, tracking, and redaction. Face recognition is a broad problem o

From playlist Face Detection And Tagging In Video With Deep Learning

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How To Do Face Detection And Tagging In Video With Deep Learning | Session 02 | #AI

Don’t forget to subscribe! In this project series, you will learn how to do face detection and tagging in video with deep learning. In this project, you are going to learn how to use deep neural networks for face detection, tracking, and redaction. Face recognition is a broad problem o

From playlist Face Detection And Tagging In Video With Deep Learning

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How To Do Face Detection And Tagging In Video With Deep Learning | Session 04 | #AI

Don’t forget to subscribe! In this project series, you will learn how to do face detection and tagging in video with deep learning. In this project, you are going to learn how to use deep neural networks for face detection, tracking, and redaction. Face recognition is a broad problem o

From playlist Face Detection And Tagging In Video With Deep Learning

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Understanding Matrices and Matrix Notation

In order to do linear algebra, we will have to know how to use matrices. So what's a matrix? It's just an array of numbers listed in a grid of particular dimensions that can represent the coefficients and constants from a system of linear equations. They're fun, I promise! Let's just start

From playlist Mathematics (All Of It)

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Matrix addition

How do we add matrices. A matrix is an abstract object that exists in its own right, and in this sense, it is similar to a natural number, or a complex number, or even a polynomial. Each element in a matrix has an address by way of the row in which it is and the column in which it is. Y

From playlist Introducing linear algebra

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The Brain and Language

The way that humans communicate is very complex. We have an innate ability to understand and formulate language. As one might imagine, the accompanying brain activity is also quite complex, involving several different regions with very specific functions. Let's go in for a closer look! Wa

From playlist Biopsychology

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Divisibility, Prime Numbers, and Prime Factorization

Now that we understand division, we can talk about divisibility. A number is divisible by another if their quotient is a whole number. The smaller number is a factor of the larger one, but are there numbers with no factors at all? There's some pretty surprising stuff in this one! Watch th

From playlist Mathematics (All Of It)

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Live CEOing Ep 675: Language Design Review of Foreign Function Interface Functionality

In this episode of Live CEOing, Stephen Wolfram discusses upcoming improvements and features to the Wolfram Language. If you'd like to contribute to the discussion in future episodes, you can participate through this YouTube channel or through the official Twitch channel of Stephen Wolfram

From playlist Behind the Scenes in Real-Life Software Design

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The Fast Fourier Transform (FFT)

Here I introduce the Fast Fourier Transform (FFT), which is how we compute the Fourier Transform on a computer. The FFT is one of the most important algorithms of all time. Book Website: http://databookuw.com Book PDF: http://databookuw.com/databook.pdf These lectures follow Chapter

From playlist Fourier

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Research Methods of Biopsychology

With some information regarding the organization of neurons and neural pathways, we are ready to start getting into some deeper topics. But before we do that, it will be useful to get a general sense of precisely how we learn about the things we will be discussing. The brain is complicated

From playlist Biopsychology

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🔥Machine Learning Tutorial 2022 | Machine Learning Course | Machine Learning Projects | Simplilearn

🔥Free Machine Learning Course With Completion Certificate: https://www.simplilearn.com/learn-machine-learning-basics-skillup?utm_campaign=MachineLearningTutorial13oct2022&utm_medium=Description&utm_source=youtube This video by simplilearn is focused exclusively on Machine Learning that

From playlist Simplilearn Live

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What is the definition of scientific notation

👉 Learn about scientific notations. Scientific notation is a convenient way of writing very large or very small numbers. A number written in scientific notation is of the form a * 10^n where a is the first non-zero number between 1 and 10, (1 included) and n is the number of digits up to t

From playlist Scientific Notation | Learn About

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Introduction to Inorganic and Organometallic Chemistry

So far we've learned a lot about general chemistry and organic chemistry, so let's move into inorganic chemistry and organometallic chemistry. In this series we will investigate all the elements on the periodic table that were ignored in organic chemistry, especially the transition metals.

From playlist Inorganic/Organometallic Chemistry

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🔥Python Projects For Beginners 2022 | Python Projects For Resume | Project Source Code | Simplilearn

🔥Enroll for Free Python Course & Get Your Completion Certificate: https://www.simplilearn.com/mobile-and-software-development/python-development-training?utm_campaign=PythonProjectsForBeginners15Oct22&utm_medium=Description&utm_source=youtube Python Projects For Beginners 2022 video by

From playlist Simplilearn Live

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Introduction to Biology: What is Life?

After we learn chemistry and biochemistry, we are ready for biology! In this course we extend our understanding of molecules to encompass an entire cell and everything inside it. This is a huge step in complexity, and we will even talk about how the first cells may have come about. First j

From playlist Biology/Genetics

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Comparison of deep learning software | Linear algebra | Boost (C++ libraries) | Bayesian network | Data mining