Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

Abstract: This letter introduces a neural network (NN)-assisted non-line-of-sight (NLoS) identification method for near-field environments. Unlike prior methods that depend on raw channel measurements ...

Abstract: Representation learning for analog circuits is challenging due to the continuous electrical characteristics of devices, compared to the discrete states of digital circuits. While graph ...

Division of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, Louisiana 70803, United States Center for Computation and Technology, Louisiana State University, Baton Rouge, ...

smiles-encoder is a Python package used to generate one-hot vectors representing SMILES strings (each string element is a one-hot vector). To contribute to smiles-encoder, make a pull request.

Machine learning and deep learning have been widely embraced, and even more widely misunderstood. In this article, I’ll step back and explain both machine learning and deep learning in basic terms, ...

It’s the start of a new era of competition. Today, Intel’s debut Arc A770 and A750 GPUs had their curtain drawn fully back, heralding the company’s long-teased entry into discrete consumer graphics ...