In Part 2 of this series, you added the ability to save changes made through the REST API to a database using SQLAlchemy and learned how to serialize that data for the REST API using Marshmallow. Connecting the REST API to a database so that the application can make changes to existing data and create […]
Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 3) Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Implementing CycleGAN Training Implementing Training Callback Implementing Data Pipeline and Model Training Perform Image-to-Image Translation Summary Citation Information CycleGAN:…
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We had a very fun and engaging chat with Matt Yonkovit who is the Chief Experience Officer at Percona, a service provider for open source databases like MySQL, PostgreSQL, MariaDB, and RocksDB. Matt has worked as a database architect for 10 years before transitioning into consulting roles at both MySQL and Sun Microsystems. In total, he’s been working with databases and open source for nearly 25 years.
In this episode of Open Source Directions we were joined by Matthew Seal who talked about the work he has been doing with Jupyter and Nteract. Matthew also discussed a particular topic: common Jupyter tools and their adoption for various use cases in the wild.
In this episode of Open Source Directions, we were joined by Thomas Wiecki once again who talked about the work being done with PyMC. PyMC3 is a Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms. Its flexibility and extensibility make it applicable to a large suite of problems.
In this episode, we have an engaging and very entertaining discussion with Jono Bacon, the founder of Jono Bacon Consulting. Jono was Director of Community at notable companies such as Github, Canonical, and XPRIZE. He is one of the top (if not the top) experts in the world when it comes to building strong communities.
