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Wednesday, June 26 • 11:00 - 11:30
Fklearn: A functional library for machine learning

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Fklearn is a production-ready functional library for machine learning. Fklearn is already being used to power millions of predictions with significant impact on the business bottomline. While it is written in Python, it follows the best practices of functional programming, offering side-effect free machine learning pipelines. Fklearn is Pandas dataframe first, with a pragmatic choice of models. It provides advanced encoders, transformations, and realistic evaluation methods. Fklearn has continuous integration including unit tests with high coverage, linting, and static type checking.

Speakers
avatar for Henrique Lopes

Henrique Lopes

Machine Learning Engineer, Nubank
Data scientist at Nubank, working with risk models in the credit lines squad. PhD student the Unicamp, working with Bayesian deep learning and uncertainty quantification. Master's degree on adversarial images and variational autoencoders. Previously, worked as a senior data scientist... Read More →


Wednesday June 26, 2019 11:00 - 11:30 GMT-03
Room 9 Av. Rebouças, 3970 - Pinheiros, São Paulo - SP, 05402-600, Brazil