A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more
☆134May 1, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-marketing-machine-learning
Users that are interested in awesome-marketing-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimized marketing mix- effective promotion channels and price for different product types, for car industry using regression model☆21Jan 16, 2020Updated 6 years ago
- Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.☆1,158Updated this week
- 🎓📚📈 Collection of scientific publications that explore, model and predict customer churn and lifetime value (CLV)☆23Feb 11, 2024Updated 2 years ago
- LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channe…☆1,045Jun 17, 2025Updated 11 months ago
- Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales☆44Apr 6, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repo contains the project details of the Applied Data Science Course, which is Marketing Mix Models regarding the advertising respon…☆27Dec 6, 2021Updated 4 years ago
- Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS☆402May 28, 2022Updated 4 years ago
- Source code for the module "Advanced Statistics" 📊☆10Feb 25, 2019Updated 7 years ago
- A curated list of awesome work on causal inference, particularly in machine learning.☆113May 1, 2021Updated 5 years ago
- Python Package for RFM Analysis and Customer Segmentation☆41Mar 2, 2022Updated 4 years ago
- Repository for the dbt Semantic Layer course☆14May 12, 2026Updated 2 weeks ago
- Code for the article Modeling Marketing Mix using PyMC3☆28Feb 21, 2022Updated 4 years ago
- LTVision is an open-source library from Meta, designed to empower businesses to unlock the full potential of predicted customer lifetime …☆104Apr 8, 2026Updated last month
- Code for Colangelo and Lee (2025)☆17Feb 3, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Attention-RNN来做多触点归因模型☆33Jul 5, 2021Updated 4 years ago
- ☆35May 18, 2026Updated last week
- This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analys…☆259Apr 26, 2020Updated 6 years ago
- Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value"☆15Feb 27, 2017Updated 9 years ago
- Statistical computation and diagnostics for ArviZ.☆16May 18, 2026Updated last week
- ☆14Apr 5, 2022Updated 4 years ago
- ☀️ A game changer in rule-based marketing. Run marketing campaigns based on real world events.☆107Aug 8, 2025Updated 9 months ago
- Package for computing causal effects of text (as treatment)☆74May 3, 2022Updated 4 years ago
- PyTorch Implementation of A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce (RecSys'19)☆14Aug 23, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- EcommerceTools is a Python data science toolkit for ecommerce, marketing science, and technical SEO analysis and modelling and was create…☆272Jan 29, 2024Updated 2 years ago
- 🚀 Adios: One-stop solution for Google Ads image assets management☆67May 23, 2026Updated last week
- ☆15Dec 4, 2022Updated 3 years ago
- A Marketing Mix Modelling project for an E-Commerce company☆14Oct 3, 2025Updated 7 months ago
- customer lifetime value BG/NBD model☆17Nov 26, 2021Updated 4 years ago
- What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am shari…☆168Dec 4, 2022Updated 3 years ago
- ☆115May 19, 2026Updated last week
- Building an ML model to identify ROIs on marketing campaigns and their impacts on sales and customer conversions.☆17Sep 4, 2021Updated 4 years ago
- Lectures and Tutorials for the Causal AI course☆53Dec 15, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart…☆1,440Jan 24, 2024Updated 2 years ago
- To describe (step by step) how to create a dashboard in Power BI for CRM (such as CLV, RFM, customer segmentation, and Cohort, etc.) and …☆19Sep 26, 2021Updated 4 years ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14May 1, 2026Updated 3 weeks ago
- GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lif…☆253May 9, 2026Updated 3 weeks ago
- Crawler for Google, Apple Stores, app SDKs and App Ads.txt☆31Nov 10, 2025Updated 6 months ago
- A protocol testing platform that simulates network conditions and peer behavior to produce programmer-friendly benchmark data☆11Jan 4, 2019Updated 7 years ago