One simple graphic: Researchers love PyTorch and TensorFlow

There are several outstanding training sessions and tutorials that cover PyTorch, TensorFlow, and other important topics at the O'Reilly Artificial Intelligence conference in San Jose, September 9-12, 2019. Early price ends August 2. In a recent survey--AI Adoption in the Enterprise, which drew more than 1,300 respondents--we found significant usage of several machine learning (ML) libraries and frameworks. About half indicated they used TensorFlow or scikit-learn, and a third reported they were using PyTorch or Keras. I recently attended an interesting RISELab presentation delivered by Caroline Lemieux describing recent work on AutoPandas and automation tools that rely on program synthesis.