To get started, create a Conda environment and install the required dependencies. The experiments in the paper were run with PyTorch 2.7.1 (CUDA 12.6), which we provide as a reference configuration.

Abstract: Positroids are a class of ordered matroids that can be represented by a real matrix with all non-negative maximal minors. These structures are surprisingly rich and have been studied in ...

Hyperopt-sklearn is Hyperopt-based model selection among machine learning algorithms in scikit-learn. See how to use hyperopt-sklearn through examples More examples can be found in the Example Usage ...

You are free to share (copy and redistribute) this article in any medium or format and to adapt (remix, transform, and build upon) the material for any purpose, even commercially within the parameters ...

The site-specific incorporation of unnatural or non-canonical amino acids (ncAAs) into proteins is a universally important tool for systems bioengineering at the interface of chemistry, biology, and ...

Department of Chemistry, University of Oxford, Mansfield Road, Oxford OX1 3TA, U.K. Department of Chemistry, University of Oxford, Mansfield Road, Oxford OX1 3TA, U.K. Department of Chemistry, ...

Achieving high classification performance is challenging due to non-stationarity and low signal-to-noise ratio (low SNR) characteristics of EEG signals. Spatial filtering is commonly used to improve ...

For adults to comprehend spoken language, and for infants to acquire their native tongue, it is fundamental to encode speech as a sequence of stable and invariant segments despite its extreme acoustic ...

Aquaporin-4 (AQP4) is a water-selective transporter expressed in astrocytes throughout the central nervous system, as well as in kidney, lung, stomach and skeletal muscle. The two AQP4 isoforms ...