real-world use case applications of constrained deep learning in the context of AI verification. In the same directory as the markdown files, you can find the Live Script (MLX) file that you can open ...

A convolutional neural network (CNN or ConvNet) is one of the most popular algorithms ... Depending on your application, you can build a CNN from scratch, or use a pretrained model with your dataset.

I’ll refer to non-deep machine learning as classical machine learning, to conform to common usage ... things control the application of corrections: the optimization algorithm, and the learning ...

Over the past few months, we’ve documented how the vast majority of AI’s applications today are based on the category of algorithms known as deep learning ... You can use the same attributes ...

The algorithm ... applications. A set of trading rules were implemented so that the Reinforcement Learning agents can use them across three Microgrids. The agent sees the three micro grids as one ...

Machine-learning ... advancements and applications you hear about. (For more background, check out our first flowchart on "What is AI?" here.) Machine-learning algorithms use statistics to find ...