/MLDemos

Interactive ML Demos

Primary LanguageJupyter NotebookBSD 2-Clause "Simplified" LicenseBSD-2-Clause

MLDemos

Interactive ML Demos

  • Open In Colab Interactive OLS Linear Regression Demo
  • Open In Colab Interactive OLS Linear Regression Demo with Polynomial Basis Expansion
  • Open In Colab Bayesian Linear Regression Demo with Metropolis-Hastings Sampler
  • Open In Colab Interactive Linear Classifier Demo
  • Open In Colab Interactive Linear Classifier with Polynomial Basis Expansion Demo
  • Open In Colab Interactive Gradient Explorer Demo
  • Open In Colab Numerical Optimization Demo
  • Open In Colab Support Vector Regressor Demo
  • Open In Colab Support Vector Classifier Demo
  • Open In Colab Subgradient Descent Demos.
  • Open In Colab Neural Network Classifier Demo
  • Open In Colab Mixture Models Demo
  • Open In Colab Factor Analysis
  • Open In Colab Linear Autoencoders
  • Open In Colab Variational Autoencoders

Tutorials

  • Open In Colab PyTorch Crash Course