Datasaurus Dozen

2D Data Distribution

Gaussian Density 1D

Univariate Gaussian Density

Gaussian Density 2D

Bivariate Gaussian Distribution Contours

Estimation Of PI

Monte Carlo Estimation Of PI

Points In Disc

Simluation Of Points In A Disc

Linear Regression

Kernel Regression

Non-parametric Kernel Regression

Quantile Regression

Perceptron

Classification Of Separable Datasets

MNIST CLustering

Clustering Of MNIST Dataset

K-Means

K-Means Clustering Algorithm

Gradient Descent

Gradient Descent Algorithm

Activation Functions

Activation Functions And Their Derivatives

Neural Net Builder

Wizard For Building And Training Neural Networks

MNIST Classifier Performance Analysis

Gaussian Process Regression

Acquisition Functions