ExFinalFusion

ExFinalFusion is an Elixir binding to the Rust crate. finalfusion

Finalfusion is a file format for word embeddings, along with an associated set of libraries and utilities.

From the crate documentation: finalfusion supports a variety of formats:

• Vocabulary
  • Subwords
  • No subwords
• Storage
  • Array
  • Memory-mapped
  • Quantized
• Format
  • finalfusion
  • fastText
  • floret
  • GloVe
  • word2vec

Moreover, finalfusion provides:

• Similarity queries
• Analogy queries
• Quantizing embeddings through reductive
• Conversion to the following formats:
  • finalfusion
  • word2vec
  • GloVe

final fusion file format

Project page

Train embeddings

Where to get models:

• Fasttext models

Installation

If available in Hex, the package can be installed by adding ex_final_fusion to your list of dependencies in mix.exs:

def deps do
  [
    {:ex_final_fusion, "~> 0.1.0"}
  ]
end

Documentation can be generated with ExDoc and published on HexDocs. Once published, the docs can be found at https://hexdocs.pm/ex_final_fusion.