Open Alternatives to Google Prediction API

Question

A recent announcement by Google about the Google Prediction API sounded very interesting. It could be useful for a project that is coming up, and would probably do a better job than some custom code I was considering.

However, there is some vendor lock-in. Google retain the trained model, and could later choose to overcharge me for it. It occurred to me that there are probably open-source equivalents, if I was willing to host the training myself (I am) and live without their ability to throw hardware at the problem at a moment's notice.

Last time I looked at 3rd Party computer training code was many years ago, and there were a lot of details that needed to be carefully considered and customised for your project. Google appear to have hidden those decisions, and take care of them for you. To me, this is still indistinguishable from magic, but I would like to hear whether others can do the same.

So my question is:

What alternatives to Google Prediction API exist which:

• categorise data with supervised machine learning,
• can be easily configured (or don't need configuration) for different kinds and scales of data-sets?
• are open-source and self-hosted (or at the very least, provide you with a royalty free use of your model, without a dependence on a third party)

Answer 1

They are some of the Prediction API listed below:

PredictionIO

Open-source machine learning to predict/learn user behavior.

Imux 

Imux is a handy tool when you have a huge amount of data in excel sheets and SQL Databases and want to search complex queries in simple English to make a decision or create a report. Use Imux Beta to quickly upload, search, create dashboards and share with peers.

right (.fyi)

right (.fyi) could be a weird little tool that enables you to build public predictions for anything from the Super Bowl to Game of Thrones and 'I told you so' moments with friends. Predictions are final; they will never be altered or deleted.

Agency

Agenty is a SaaS platform with easy-to-use automated cloud-based agents for data scraping, text extraction, text classification, OCR, categorization, change tracking and more with no coding required!

Study the Google Cloud Machine Tutorial for more details.