Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

Uplift modeling and causal inference with machine learning algorithms

A Python library that implements software engineering best-practice for data and ML pipelines.

A Python library that helps data scientists to infer causation rather than observing correlation.

Visualise your Kedro data pipelines.

Time series based anomaly detector

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

This project is about exploring the use of model-based reinforcement learning with Bayesian neural networks to minimize the electricity cost for electricity consumers who have their own photovoltai…

An R package for causal inference in time series

Anomaly Detection with R

DeepAir Solutions : Price recommendations for ancillary facilities for airline using deep reinforcement learning. AAP refers to Airline Ancillary Pricing.

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and ma…

implementation of the paper "Stochastic Optimization for Large-scale Optimal Transport" (https://arxiv.org/pdf/1605.08527.pdf).

Fitted a multivariate regression model on a brand’s product Sales Volume and the availabe marketing time series data to (i.e. Advertising, Distribution, Pricing) to estimate the impact of various m…

Shiny app for Price Optimization using prophet and lme4 libraries for R.

Markowitz portfolio optimisation (efficient frontier) in Python

Retail industry solutions for product price optimization using the Cortana Intelligence Suite with end-to-end walkthrough