MAINT: Fix various test suite warnings, update deprecated uses of fea… Oct 10, 2024 requirements.txt Update requirements Feb 4, 2022 setup.py Maint: apply ruff formatter to all python files (#3722) Jun 29, 2024 README MIT license
We will demonstrate various generalization phenomena that arises from Eq. (4) through simulations and analytical study. One immediate observation is the spectral bias: faster rates of convergence of the error along eigenfunctions corresponding to higher eigenvalues in the noise-free (σ2 = 0) ...
Importance of the field: Molecular similarity searching (ligand-based virtual screening) is one of the routine computational techniques used in drug discov... A Bender - 《Expert Opinion on Drug Discovery》 被引量: 48发表: 2010年 Phenotype-based screening of mechanistically annotated compounds in ...
The purpose of the current study is to provide an in-depth analysis of the neurophysiological dynamics underlying differences in event segmentation between adolescents and (young) adults. Based on previous work of Prochnow et al.38, we combine different EEG analysis techniques to better understand t...
We consider function classes that can be expressed as combinations of functions from basis classes and show how the Rademacher and gaussian complexities of such a function class can be bounded in terms of the complexity of the basis classes.We give examples of the application of these techniques ...
Hybrids come in various flavors. In parallel hybrids, the engine and the motor both send power to the wheels; in series hybrids, only the motor powers the wheels, while the engine simply drives the motor like a generator, recharging the batteries. Full hybrids have powerful enough electric mot...
The "black-box" nature of these models limits their use in highly regulated industries such as banking, insurance, and health care. This paper introduces various model-agnostic interpretability techniques available in SAS Viya that enable you to explain and understand machine learning models. Methods...
The present study sought to determine the mechanism of tumor vessel leakiness by using complementary light and electron microscopic techniques to examine the vasculature of tumors chosen for their documented vessel leakiness. We found that 14% of the surface area of vessels in MCa-IV mouse mammary...
using various computational methods to quantify features of social structure and individuals' position in it. These methods, combined with increasingly detailed data 'reality mining'23 about social interactions in nature, provided valuable insights about the complex effects of social interaction on individu...
However, dramatic gain changes occur in response to damage to the auditory periphery, irrespective of whether tinnitus occurs. This article considers gain in its broadest sense, summarizes its contributory processes, neural manifestations, behavioral effects, techniques for its measurement, pitfalls in ...