Do X-Pack ML Capabilities Only Include Temporal Data?

I've only seen time series data in tutorials...

That's correct the X-Pack ML plugin provides anomaly detection, data analysis and forecast on time series data.

Machine Learning on non time series data might come in the future, hence the name.