Changes in version 1.1.1 - Aligned version with Bioconductor release - Switched default branch to devel for Bioconductor compatibility - Updated CI workflows to target devel branch - Converted NEWS to NEWS.md format - Added automated GitHub Release workflow via tags - Ibex_matrix() now accepts character vectors of amino acid sequences directly - Removed rlang from Imports, added lifecycle - As per basilisk documentation: - Add .BBSoptions with UnsupportedPlatforms: win32 - Add configure and configure.win scripts - Add Docker infrastructure with Dockerfile and .devcontainer/devcontainer.json - Improved testthat compatibility across platforms - Improve adherence to verbosity arguments Changes in version 1.0.0 Major Underlying Changes - Integration of Ibex with immApex - Updated Seurat object to v5 - Runs using basilisk instead of reticulate - no installation of python packages Feature Changes - Renamed Ibex.matrix() to Ibex_matrix() - Updated support for SCE format for runIbex() - Update CoNGAfy() to function with all versions of Seurat - Updated quietBCRgenes() to use VariableFeatures() call for SeuratV5 and backward compatibility - Add getHumanIgPseudoGenes() to return a list of human Immunoglobulin Pseudo genes that are kept by quietBCRgenes() New Models - Added New Light and Heavy Chain Models - Encoding methods now accepted: "OHE", "atchleyFactors", "crucianiProperties", "kideraFactors", "MSWHIM", "tScales", "zScales" - Sequence input: - Human Heavy: 10000000 - Human Light: 5000000 - Human Heavy-Expanded: 5000000 - Human Light-Expanded: 2500000 - Mouse Heavy: 5000000 - Mouse Heavy-Expanded: 5000000 - Trained convolutional and variational autoencoders for Heavy/Light chains - Architecture: 512-256-128-256-512 - Parameters: - Batch Size = 128 - Latent Dimensions = 128 - Epochs = 100 - Loss = Mean Squared Error (CNN) & KL Divergence (VAE) - Activation = relu - Learning rate = 1e-6 - Optimizers: Adam - Early stopping was set to patients of 10 for minimal validation loss and restoration of best weights - CNN autoencoders have batch normalization layers between the dense layers Changes in version 0.99.31 - ibex_ensure_basilisk_external_dir no longer importsFrom basilisk.utils directly - Moved data processing script out of vignette to inst/scripts - Added ibex_ensure_basilisk_external_dir with basilisk.utils - Adding internal .OnLoad() function to handle basilisk lock dir issue - Deprecated quietBCRgenes() - Converted Ibex.matrix() to Ibex_matrix() - Added Install Instructions for Bioconductor on README and Vignette - Removed references to Keras3 Installation Changes in version 0.99.5 - Initial commit and early development - Added detection of chain length to function call - Added support for direct output of combineBCR() - Modified quietBCR() to include constant regions and J-chains - Updated models to include radam optimization, early stop, trained on 800,000 unique cdr3s - quietBCRgenes() now does not remove human Ig pseudogenes - Updated models for manuscript revision - Added chain.checker() function to allow for uncapitalized chain calls - Trained classical and variational autoencoders for light/heavy chains (architecture: 256-128-30-128-256) - Integration of Ibex with immApex - Updated Seurat object to v5 - Updated support for SCE format for runIbex() - Update CoNGAfy() to function with all versions of Seurat - Updated quietBCRgenes() to use VariableFeatures() call for SeuratV5 and backward compatibility - Added getHumanIgPseudoGenes() to return a list of human Immunoglobulin Pseudo genes - Added new light and heavy chain models with encoding methods: OHE, atchleyFactors, crucianiProperties, kideraFactors, MSWHIM, tScales, zScales - Trained convolutional and variational autoencoders (architecture: 512-256-128-256-512) - Implementing GitHub action workflows - Adding testthat framework - Deprecated clonalCommunity - Added geometric encoding using the BLOSUM62 matrix - Added information to example data - Examples now check if python is installed and running - Updated example data to 2k HEL BEAM-Ab from 10x - Converted ibex_example into SCE object for compliance - Large revision of vignette to fit new data/format - Added species argument to runIbex - Implementing GitHub action workflows - Adding testthat framework - Deprecating clonalCommunity - Added geometric encoding using the BLOSUM62 matrix - Added chain.checker() function to allow for uncapitalized chain calls - Updated models for manuscript revision - Updated models to include radam optimization, early stop, trained on 800,000 unique cdr3s - quietBCRgenes() now does not remove human Ig pseudogenes - Added detection of chain length to function call - Added support for direct output of combineBCR() - Modified quietBCR() to include constant regions and J-chains - Initial commit - Deprecated quietBCRgenes() - Converted Ibex.matrix() to Ibex_matrix() - Added Install Instructions for Bioconductor on README and Vignette - Removed references to Keras3 Installation - Moved data processing script out of vignette to inst/scripts - Added ibex_ensure_basilisk_external_dir with basilisk.utils - Adding internal .OnLoad() function to handle basilisk lock dir issue