Approximate k-Nearest Neighbour Search for 'bigmemory' Matrices
with Annoy
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Documentation for package ‘bigANNOY’ version 0.3.0
Help Pages
| annoy_build_bigmatrix | Build an Annoy index from a 'bigmemory::big.matrix' |
| annoy_close_index | Close any loaded Annoy handle cached inside a 'bigannoy_index' |
| annoy_is_loaded | Check whether an index currently has a loaded in-memory handle |
| annoy_load_bigmatrix | Load an existing Annoy index for bigmatrix workflows |
| annoy_open_index | Open an existing Annoy index and its sidecar metadata |
| annoy_search_bigmatrix | Search an Annoy index built from a 'bigmemory::big.matrix' |
| annoy_validate_index | Validate a persisted Annoy index and its sidecar metadata |
| benchmark_annoy_bigmatrix | Benchmark a single bigANNOY build/search configuration |
| benchmark_annoy_recall_suite | Benchmark a recall suite across multiple Annoy configurations |
| benchmark_annoy_volume_suite | Benchmark scaling across data volumes for bigANNOY and direct RcppAnnoy |
| benchmark_annoy_vs_rcppannoy | Benchmark bigANNOY against direct RcppAnnoy |
| print.bigannoy_index | Print a 'bigannoy_index' |