Machine Learning Playgrounds

A platform for Playing, Exploring and Understanding
several Machine Learning Algorithms.



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  1. | ML | AI | supervised | linear | linear Regression

    Linear Regression
  2. | ML | AI | supervised | Kernels | linear Regression | Gaussian | Gaussian Processes | non-linear | RKHS

    Gaussian Processes
  3. | ML | AI | dimensionality-reduction | AE | supervised | neural-network | MNIST

    AutoEncoder
  4. | ML | AI | classification | SVM | supervised | Vapnik

    Support Vector Machine
  5. | ML | AI | dimensionality-reduction | PCA | unsupervised

    Principle Components Analysis
  6. | ML | AI | linear-regression | bayesian | bayes

    Bayesian Linear Regression
Machine Learning Playgrounds

About 👋

Machine Learning Playground was created by Mrityunjay Bhardwaj while going through several ML Books such as ESL, PRML,Goodfellow et al etc. The goal of this website is to make machine learning a bit more accessible through interactive visualizations (designed using Mike Bostock’s JavaScript library D3.js).

Acknowledgements 🙏

This website is built using this jekyll theme and is heavily Inspired by websites like Seeing Theory, distill.pub, satosa and many more.