Robyn
Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Vizier | 1,142 |  | 3 | 3 months ago | 35 | November 30, 2023 | 44 | apache-2.0 | Python | |
| Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service. | ||||||||||
| Robyn | 974 | 3 months ago | 3 | February 08, 2023 | 67 | mit | Jupyter Notebook | |||
| Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community. | ||||||||||
| Fedot | 582 |  | 1 | 3 months ago | 19 | July 25, 2023 | 107 | bsd-3-clause | Python | |
| Automated modeling and machine learning framework FEDOT | ||||||||||
| Agilerl | 457 | 3 months ago | apache-2.0 | Python | ||||||
| Streamlining reinforcement learning with RLOps | ||||||||||
| Hypernets | 256 |  | 8 | 4 months ago | 18 | May 31, 2022 | 1 | apache-2.0 | Python | |
| A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains. | ||||||||||
| Sklearn Genetic Opt | 236 | 7 months ago | 44 | June 06, 2022 | 2 | mit | Python | |||
| ML hyperparameters tuning and features selection, using evolutionary algorithms. | ||||||||||
| Biteopt | 118 | 4 months ago | mit | C++ | ||||||
| Derivative-Free Global Optimization Method (C++, Python binding) | ||||||||||
| Propulate | 24 | 6 months ago | 38 | bsd-3-clause | Python | |||||
| Propulate is an asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers. | ||||||||||
| Metabox | 18 | 6 months ago | bsd-3-clause | Python | ||||||
| MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252) | ||||||||||
| Madac | 15 | a year ago | apache-2.0 | Python | ||||||
| Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration” | ||||||||||
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Jupyter Notebook
Script
Evolutionary Algorithm
Hyperparameter Optimization