Python libraries used for the analysis include scanpy (v1.7.2), anndata (v0.7.6), matplotlib (v3.4.1), pandas (v1.2.4), numpy (v1.19.2), seaborn (v0.11.1), and scipy (v1.6.2).References Aizarani N, Saviano A, Sagar, Mailly L, Durand S, Herman JS, Pessaux P, Baumert TF...
Nevertheless, current single-cell studies aiming to characterize cell types in the brain using single-cell RNA sequencing (scRNA-seq) have relied mostly on gene-level analysis. This is, in part, owing to the nature of the data produced by the highest-throughput single-cell methods. Popular hig...
if that is what is also being used in database form. I can amend the harvest process to set the primary key fields as index or, if not provided, rename the default pandas integer index toid. Then, either way, you
Two PLS-DA models of the first type (PLS-DA Model 1) were built (using Python 3.8.5 with Numpy, SKlearn, Pandas and Seaborn libraries) from individual pixel spectra (i.e., their inputs are the 810 values of reflectance registered by the hyperspectral camera at each pixel) with two lat...
The tool is written in Python 3.6 and makes extensive use of the matplotlib (Hunter 2007), NetworkX (Hagberg et al. 2008), OpenCV (Bradski and Kaehler 2013) and pandas (McKinney 2010) libraries. The tool and its source code are available with an open license at https://doi.org/10. ...