Alternatives and similar repositories for lightweight_mmm

Users that are interested in lightweight_mmm are comparing it to the libraries listed below

• sibylhe / mmm_stan
  Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
  ☆385Updated 3 years ago
• facebookexperimental / Robyn
  Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is…
  ☆1,310Updated 2 weeks ago
• pymc-labs / pymc-marketing
  Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
  ☆874Updated this week
• facebookincubator / GeoLift
  GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lif…
  ☆202Updated 11 months ago
• WillianFuks / tfcausalimpact
  Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
  ☆640Updated 5 months ago
• DP6 / Marketing-Attribution-Models
  Python Class created to address problems regarding Digital Marketing Attribution.
  ☆329Updated 8 months ago
• RobKuebler / mamimo
  A package to compute a marketing mix model.
  ☆70Updated last year
• slavakx / medium_posts
  ☆88Updated 2 years ago
• station-10 / awesome-marketing-machine-learning
  A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference…
  ☆112Updated last year
• google / tfp-causalimpact
  ☆115Updated last year
• takechanman1228 / mmm_pydata_global_2022
  ☆27Updated 2 years ago
• pymc-labs / CausalPy
  A Python package for causal inference in quasi-experimental settings
  ☆1,009Updated this week
• google / matched_markets
  Matched Markets is a Python library for design and analysis of Geo experiments using Matched Markets and Time Based Regression.
  ☆90Updated 3 months ago
• eeghor / mta
  Multi-Touch Attribution
  ☆116Updated 3 years ago
• Minyus / causallift
  CausalLift: Python package for causality-based Uplift Modeling in real-world business
  ☆349Updated 2 years ago
• google-marketing-solutions / crystalvalue
  ☆96Updated last week
• google / trimmed_match
  This Python library implements Trimmed Match for analyzing randomized paired geo experiments and also implements Trimmed Match Design for…
  ☆70Updated 2 years ago
• leopoldavezac / BayesianMMM
  (ml) - python implementation of bayesian media mix modelling with shape and carryover effect
  ☆58Updated 3 years ago
• jamalsenouci / causalimpact
  Python port of CausalImpact R library
  ☆287Updated last year
• facebookincubator / LTVision
  LTVision is an open-source library from Meta, designed to empower businesses to unlock the full potential of predicted customer lifetime …
  ☆88Updated last month
• google / GeoexperimentsResearch
  An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google …
  ☆139Updated 5 years ago
• CamDavidsonPilon / lifetimes
  Lifetime value in Python
  ☆1,467Updated 11 months ago
• hammer-mt / VEX-MMM
  Open source marketing mix modeling code for vexpower.com
  ☆44Updated 4 years ago
• google / CausalImpact
  An R package for causal inference in time series
  ☆1,746Updated last year
• spotify / confidence
  ☆274Updated 7 months ago
• uber / orbit
  A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
  ☆1,981Updated 3 weeks ago
• jerednel / markov-chain-attribution
  A PoC for a fractional attribution model leveraging first order Markov Chains.
  ☆82Updated 8 months ago
• GoogleCloudPlatform / tensorflow-lifetime-value
  Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.
  ☆169Updated 10 months ago
• camille-004 / attribution-modeling
  Building an ML model to identify ROIs on marketing campaigns and their impacts on sales and customer conversions.
  ☆15Updated 3 years ago
• carl24k / fight-churn
  Code from the book Fighting Churn With Data
  ☆290Updated last month