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An introduction to scMerge23 years ago
Introduction | Loading Packages and Data | scMerge2 | Unsupervised scMerge2 | Semi-supervised scMerge2 | More details of scMerge2 | Number of pseudobulk | Return matrix by batch | Hierarchical scMerge2 | Scenario 1 | Scenario 2 | Session Info
An introduction to the scMerge package4 years ago
Introduction | Loading Packages and Data | Illustrating pseudo-replicates constructions | Unsupervised scMerge | Selecting all cells | Supervised scMerge | Semi-supervised scMerge I | Semi-supervised scMerge II | Selecting negative controls | Achieving fast and memory-efficient computation | Using approximated SVD | Parallelised computing | Sparse array | Out-of-memory computations (through HDF5Array) | Reference | Session Info
Performing scClassify using pretrained model6 years ago
Introduction | Setting up the data | Running scClassify | Session Info
scClassify Model Building and Prediction6 years ago
Introduction | Setting up the data | scClassify | Non-ensemble scClassify | Ensemble Classify | Train your own model | Session Info
CiteFuse: getting started6 years ago
Introduction | Detecting both cross- and within-sample doublets using CiteFuse | HTO Normalisation and Visualisation | Doublet identification step 1: cross-sample doublet detection | Doublet identification step 1: within-sample doublet detection | Clustering | Performing SNF | Performing spectral clustering | Visualisation | Louvain clustering | Differential Expression Analysis | Exploration of feature expression | Perform DE Analysis with Wilcoxon Rank Sum test | For RNA expression | For ADT count | Visualising DE Results | circlepackPlot | DEcomparisonPlot | ADT Importance Evaluation | Gene - ADT network | RNA Ligand - ADT Receptor Analysis | Between-sample analysis | Read data from 10X Genomics | SessionInfo