This is the Linux app named Meridian whose latest release can be downloaded as meridianv1.2.1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named Meridian with OnWorks for free.
이 앱을 실행하려면 다음 지침을 따르세요.
- 1. 이 애플리케이션을 PC에 다운로드했습니다.
- 2. 파일 관리자 https://www.onworks.net/myfiles.php?username=XXXXX에 원하는 사용자 이름을 입력합니다.
- 3. 이러한 파일 관리자에서 이 응용 프로그램을 업로드합니다.
- 4. 이 웹사이트에서 OnWorks Linux 온라인 또는 Windows 온라인 에뮬레이터 또는 MACOS 온라인 에뮬레이터를 시작합니다.
- 5. 방금 시작한 OnWorks Linux OS에서 원하는 사용자 이름으로 파일 관리자 https://www.onworks.net/myfiles.php?username=XXXXX로 이동합니다.
- 6. 응용 프로그램을 다운로드하여 설치하고 실행합니다.
스크린 샷
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자오선
기술
Meridian is a comprehensive, open source marketing mix modeling (MMM) framework developed by Google to help advertisers analyze and optimize the impact of their marketing investments. Built on Bayesian causal inference principles, Meridian enables organizations to evaluate how different marketing channels influence key performance indicators (KPIs) such as revenue or conversions while accounting for external factors like seasonality or economic trends. The framework provides a robust foundation for constructing in-house MMM pipelines capable of handling both national and geo-level data, with built-in support for calibration using experimental data or prior knowledge. Meridian uses the No-U-Turn Sampler (NUTS) for Markov Chain Monte Carlo (MCMC) sampling to produce statistically rigorous results, and it includes GPU acceleration to significantly reduce computation time.
기능
- Bayesian causal inference–based marketing mix modeling framework
- Handles large-scale, aggregated geo-level or national-level data
- Integrated GPU acceleration for faster MCMC (NUTS) sampling performance
- Built-in calibration support using experiments and prior knowledge
- Automated ROI estimation and marketing budget optimization tools
- Privacy-safe approach using only aggregated (non-user-level) data
프로그래밍 언어
Python
카테고리
This is an application that can also be fetched from https://sourceforge.net/projects/meridian.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
