## Friedman-1 synthetic dataset

Generate a synthetic dataset using the Friedman-1 function implemented in StatSim

## Bayesian robust linear regression

Assuming non-gaussian noise and existed outliers, find linear relationship between explanatory (independent) and response (dependent) variables, predict future values.

## Bayesian A/B testing

Compare conversion rates and calculate how likely one option is better than another in a probabilistic (bayesian) fashion.

## Bayesian linear regression

Find linear relationship between variables in Bayesian way (using probability to measure uncertainty)

## Conversion rate estimation

A simple probabilistic model that calculates a website conversion rate given two params (number of total visitors and number of conversions). The output measures uncertainty about the true value of conversion rate

## Predator prey model (Lotka–Volterra)

Lotka–Volterra equations (predator–prey equations) are used to model dynamical relationship between predators and they prey

## Compound interest

Compound interest model with annual deposits