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🐍 snakefusion

Documentation Status pypi Version

Introduction

snakefusion is a Python package for reading, writing, and using finalfusion, fastText, floret, GloVe, and word2vec embeddings. This package is a thin wrapper around the Rust finalfusion crate.

snakefusion supports the same types of embeddings as finalfusion:

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

Building from source

Building snakefusion from source requires a Rust toolchain that is installed through rustup and setuptools-rust:

$ pip install --upgrade setuptools-rust

You can then build and install snakefusion in your environment:

$ pip install .

Documentation

Read the snakefusion documentation for a quickstart and API reference.

You use finalfrontier to train new embeddings, or download some pretrained embeddings.

Release files for snakefusion 0.1.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for snakefusion 0.1.6
File Size Uploaded
snakefusion-0.1.6.tar.gz 86.5 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for snakefusion 0.1.6
File Interpreter ABI Platform
snakefusion-0.1.6-cp36-abi3-win_amd64.whl CPython 3.6 abi3 Windows x86-64 Details
snakefusion-0.1.6-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.6 abi3 Linux glibc 2.17+ x86-64 Details
snakefusion-0.1.6-cp36-abi3-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.6 abi3 macOS 11.0+ ARM64, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64 Details

Total release size: 7.7 MB

Release files / snakefusion-0.1.6.tar.gz

Download URL snakefusion-0.1.6.tar.gz
Size 86.5 kB
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Release files / snakefusion-0.1.6-cp36-abi3-win_amd64.whl

Download URL snakefusion-0.1.6-cp36-abi3-win_amd64.whl
Size 657.9 kB
Tags CPython 3.6 Windows x86-64 abi3
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Release files / snakefusion-0.1.6-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL snakefusion-0.1.6-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 5.4 MB
Tags CPython 3.6 Linux glibc 2.17+ x86-64 abi3
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Release files / snakefusion-0.1.6-cp36-abi3-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl

Download URL snakefusion-0.1.6-cp36-abi3-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Size 1.5 MB
Tags CPython 3.6 abi3 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64
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