Validate All User Inputs for Local GENIE

Usage

validate_user_input_local_GENIE(
  items,
  embedding.matrix,
  embedding.model,
  device,
  batch.size,
  pooling.strategy,
  max.length,
  EGA.model,
  EGA.algorithm,
  EGA.uni.method,
  embeddings.only,
  run.overall,
  all.together,
  plot,
  silently
)

Arguments

items: Data frame with columns: statement, attribute, type, ID
embedding.matrix: Optional numeric matrix of pre-computed item embeddings, with embedding dimensions in rows and items in columns.
embedding.model: Local embedding model identifier or path
device: Device for embeddings ("auto", "cpu", "cuda", "mps")
batch.size: Batch size for embedding generation
pooling.strategy: Pooling strategy ("mean", "cls", "max")
max.length: Maximum sequence length for embeddings
EGA.model: EGA network model ("glasso", "TMFG", or NULL)
EGA.algorithm: EGA algorithm ("walktrap", "leiden", "louvain")
EGA.uni.method: EGA unidimensionality method ("louvain", "expand", "LE")
embeddings.only: Whether to stop after embeddings
run.overall: Logical. Whether to fit an additional pooled EGA to items retained after item-type-level reduction.
all.together: Logical. Whether to run the reduction pipeline on all item types together rather than separately.
plot: Whether to show plots
silently: Whether to suppress messages

Value

A list of all validated parameters ready for local GENIE execution