"I want to start machine learning, but it seems difficult..." "Don't I need advanced knowledge of mathematics or programming?

A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul, as thousands of copies at once.

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...

Dr. James McCaffrey of Microsoft Research demonstrates applying the L-BFGS optimization algorithm to the ML logistic regression technique for binary classification -- predicting one of two possible ...

Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a dataset that are different from the majority for tasks like ...

Introduction A few years ago, I was in charge of demand forecasting models at my company. Even though the accuracy was decent ...

At first glance, PyTorch and TensorFlow seem almost identical: They're both free, open source machine learning frameworks that make extensive use of Python; they both benefit from large, dynamic ...