Marvin - Open source artificial intelligence platform

Lucas B. Miguel, Daniel Takabayashi, Jose R. Pizani, Tiago Andrade, Brody West
Proceedings of The 4th International Conference on Predictive Applications and APIs, PMLR 82:33-44, 2018.

Abstract

Marvin is an open source project that focuses on empowering data science teams to deliver industrial-grade applications supported by a high-scale, low-latency, language agnostic and standardized architecture platform, while simplifying the process of exploration and modeling. Building model-dependent applications in a robust way is not trivial, one is required to have knowledge in advanced areas of sciences like computing, statistics and math. Marvin aims at abstracting the complexities in the creation process of scalable, highly available, interoperable and maintainable predictive software.

Cite this Paper

BibTeX
@InProceedings{pmlr-v82-miguel18a, title = {Marvin - Open source artificial intelligence platform}, author = {Miguel, Lucas B. and Takabayashi, Daniel and Pizani, Jose R. and Andrade, Tiago and West, Brody}, booktitle = {Proceedings of The 4th International Conference on Predictive Applications and APIs}, pages = {33--44}, year = {2018}, editor = {Hardgrove, Claire and Dorard, Louis and Thompson, Keiran}, volume = {82}, series = {Proceedings of Machine Learning Research}, month = {24--25 Oct}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v82/miguel18a/miguel18a.pdf}, url = {https://proceedings.mlr.press/v82/miguel18a.html}, abstract = {Marvin is an open source project that focuses on empowering data science teams to deliver industrial-grade applications supported by a high-scale, low-latency, language agnostic and standardized architecture platform, while simplifying the process of exploration and modeling. Building model-dependent applications in a robust way is not trivial, one is required to have knowledge in advanced areas of sciences like computing, statistics and math. Marvin aims at abstracting the complexities in the creation process of scalable, highly available, interoperable and maintainable predictive software.} }
Endnote
%0 Conference Paper %T Marvin - Open source artificial intelligence platform %A Lucas B. Miguel %A Daniel Takabayashi %A Jose R. Pizani %A Tiago Andrade %A Brody West %B Proceedings of The 4th International Conference on Predictive Applications and APIs %C Proceedings of Machine Learning Research %D 2018 %E Claire Hardgrove %E Louis Dorard %E Keiran Thompson %F pmlr-v82-miguel18a %I PMLR %P 33--44 %U https://proceedings.mlr.press/v82/miguel18a.html %V 82 %X Marvin is an open source project that focuses on empowering data science teams to deliver industrial-grade applications supported by a high-scale, low-latency, language agnostic and standardized architecture platform, while simplifying the process of exploration and modeling. Building model-dependent applications in a robust way is not trivial, one is required to have knowledge in advanced areas of sciences like computing, statistics and math. Marvin aims at abstracting the complexities in the creation process of scalable, highly available, interoperable and maintainable predictive software.
APA
Miguel, L.B., Takabayashi, D., Pizani, J.R., Andrade, T. & West, B.. (2018). Marvin - Open source artificial intelligence platform. Proceedings of The 4th International Conference on Predictive Applications and APIs, in Proceedings of Machine Learning Research 82:33-44 Available from https://proceedings.mlr.press/v82/miguel18a.html.

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