Man pages for tomashhurst/Spectre
A Toolbox for the Analysis of High-Dimensional Cytometry and Single-Cell Data
| demo.asinh | demo.asinh - Demo dataset with asinh transformed values |
| demo.clustered | demo.clustered - Demo data.table with cells (rows) x markers... |
| demo.exp | demo.exp - Demo marker expression table with markers... |
| demo.start | demo.start - Starting demo dataset. |
| demo.sum | demo.sum - Demo summary dataset with features/measurments... |
| do.add.cols | do.add.cols |
| do.aggregate | Aggregate data using data.table functions - summarises the... |
| do.align | do.align - Function to align multiple batches of a dataset. |
| do.asinh | do.asinh - Transform data in selected columns using ArcSinH |
| do.embed.columns | do.embed.columns |
| do.list.summary | Summarise the column names and row numbers for elements of a... |
| do.list.switch | List switch or inversion |
| do.merge.files | do.merge.files - Function to merge a list of data.tables (one... |
| do.noise.reduce | Reduce noise by change values below a specified threshold to... |
| do.normalise | do.normalise - Normalise data in selected columns between two... |
| do.prep.fsom | do.prep.fsom - Function to prepare a FlowSOM (fsom) object... |
| do.stats | Statistical analysis |
| do.subsample | Subsample data |
| do.zscore | do.zscore - Calculate z.score for a dataset |
| make.autograph | make.autograph - Creates plots using ggplot2 |
| make.colour.plot | Create a dot plot (X vs Y) coloured by a selected continuous... |
| make.multi.plot | Make multiple plots for multiple columns and/or multiple... |
| make.network.plot | Draw network diagram |
| make.pheatmap | make.pheatmap - Create a 'pretty' heatmap (pheatmap) |
| make.volcano.plot | Make an enhanced volcano plot |
| package.check | package.check - a function to check the installation of all... |
| package.install | package.install - a function to install packages required for... |
| package.load | package.load - a function to load (library) all required... |
| read.files | read.files - Function to read data from CSV or FCS files into... |
| run.chronoclust | Run the ChronoClust algorithm |
| run.flowsom | Run the FlowSOM algorithm |
| run.knn.classifier | run.knn.classifier - Run KNN classifier |
| run.pca | Run the PCA algorithm (using stats::prcomp) |
| run.prepare.chronoclust | run.prepare.chronoclust |
| run.train.knn.classifier | run.train.knn.classifier - Train KNN classifier |
| run.tsne | Run the tSNE algorithm (using Rtsne::Rtsne()) |
| run.umap | Run the UMAP algorithm (using umap::umap()) |
| write.files | write.files - Write .csv or .fcs files |
| write.sumtables | write.sumtables - Export generated data as a .csv file |
