ianweatherhogg : linear   52

Clojure Linear Algebra Refresher (4) - Linear Transformations
Now that we got ourselves acquainted with matrix transformations, the next obvious step is to generalize our knowledge with linear transformations.
clojure  linear  transformer
january 2018 by ianweatherhogg
Machine Learning with Scala - Linear Regression - CPUheater
Linear regression is one of the most commonly used machine learning algorithms. It's used when we want to predict continuous values like predicting stock prices. In this tutorial, we will build linear regression model from scratch and train it using gradient descent. We will use Nd4j - linear algebra and signal processing library for JVM…
scala  machine  learn  linear  regression
december 2017 by ianweatherhogg
Clojure Linear Algebra Refresher (3) - Matrix Transformations
A Clojure programmer will immediately feel at home with linear transformations - functions are also transformations. Linear transformations preserve the math...
clojure  linear  algebra
june 2017 by ianweatherhogg
Let's make a Linear Regression Calculator with PureScript by David Lettier
Using PureScript, Halogen, and Chart.js, we implement simple linear regression and gradient descent from the ground up.
purescript  linear  regression
april 2017 by ianweatherhogg
OpenGL Tutorial - Building a Mandelbrot Set Fractal Generator on Android | Toptal
OpenGL, a cross-platform API for rendering 2D and 3D graphics, is extremely powerful and yet surprisingly easy to get started with. Although one may find the most common applications of OpenGL and rendered graphics in video games only, in reality there are far more uses. In this OpenGL tutorial, Toptal engineer Asa Kaplan walks us through a step-by-step tutorial for building a Mandelbrot set generator on Android using OpenGL ES.
android  open  gl  helloworld  linear  algebra  shader
september 2015 by ianweatherhogg
An Introduction to Gradient Descent and Linear Regression
The gradient descent algorithm, and how it can be used to solve machine learning problems such as linear regression.
linear  regression  gradient  descent  algorithm
june 2014 by ianweatherhogg
The Kitchin Research Group
Chemical Engineering at Carnegie Mellon University
blogs  python  ipython  emacs  science  math  5*  calculus  integration  statistics  linear  algebra  data  analytics  org  mode
may 2014 by ianweatherhogg

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