encompassing a wide array of diseases caused by bacteria, viruses, fungi, and parasites. These infections can range from common ailments, such as the flu and urinary tract infections, to more severe and life-threatening conditions like sepsis and multi-drug-resistant bacterial infections. The rise...
Nonnegative matrix factorization (NMF) is widely used to analyze high-dimensional count data because, in contrast to real-valued alternatives such as factor analysis, it produces an interpretable parts-based representation. However, in applications such as spatial transcriptomics, NMF fails to incorporat...
evaluating each along multiple performance axes. To demonstrate the power of this approach, we created a genetically encoded fluorescent voltage indicator, simultaneously optimizing its brightness and membrane localization using our microscopy-guided cell-picking strategy. We produced the high-performance opsi...
Thecorpus.toarray()method is optional; it converts the sparse matrix representation to a dense one. In corpora with large vocabularies, the sparse matrix representation is much better. Note that we could also useCountVectorizer(binary=True)to achieve one-hot encoding in the above, obviating the...
On influence of selected parameters on the spatial distribution of the heat transfer coefficient for an array of air jets Arkadiusz Ryfa, Marek Rojczyk, Wojciech Adamczyk Pages 21-29 select article Flow-pattern recognition and dynamic characteristic analysis based on multi-scale marginal spectrum entrop...
and PyTorch does not support non-writeable tensors. This means you can write to the underlying (supposedly non-writeable) NumPy array using the tensor. You may want to copy the array to protect its data or make it writeable before converting it to a tensor. This type of warning will be ...
No cutoff to render the entire IR (this constitutes tough performance requirements in the case of rendering array IRs with long reverberation): python -m ReTiSAR -irt=0[applied in all scientific evaluations] Run with a specific head-tracking device (paths are system dependent!) ...
JADP publishes studies on a broad array of social issues and contexts (e.g., differences in cultural, racial, social and learning contexts) that impact human development. Please see our Guide for Authors for more information. Benefits to authors We also provide many author benefits, such as ...
Nondestructive testing and evaluation of high pressure feed water heat exchanger tubes using differential-type bobbin coils and solid-state integrated GMR sensor arraySim, Sunbo; Lee, Hoyong; Lee, Heejong; Lee, Jinyi20192019, vol.61, no.Suppl.1 ...
Then the vectors were piled to make a sequence matrix X. For example, that contains two samples having TAGC and GAGC is, $${\bf{X}}=(\begin{array}{ccccc}{\rm{A}} & {\rm{T}} & {\rm{G}} & {\rm{C}} & -\\ 0100 & 1000 & 0010 & \,0001 & 0000\\ 0100 & 0000 & ...