Amazon Personalize vs Ludwig: What are the differences?
What is Amazon Personalize? Real-time personalization and recommendation. Machine learning service that makes it easy for developers to add individualized recommendations to customers using their applications.
What is Ludwig? A code-free deep learning toolbox, by Uber. Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code. All you need to provide is a CSV file containing your data, a list of columns to use as inputs, and a list of columns to use as outputs, Ludwig will do the rest.
Amazon Personalize belongs to "Machine Learning as a Service" category of the tech stack, while Ludwig can be primarily classified under "Machine Learning Tools".
Ludwig is an open source tool with 4.97K GitHub stars and 532 GitHub forks. Here's a link to Ludwig's open source repository on GitHub.