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A language modeling toolkit

Project description

BrnoLM

A neural language modeling toolkit built on PyTorch.

This is a scientific piece of code, so expect rough edges.

BrnoLM has so far powered language modeling in the following papers:

Installation

To install, clone this repository and exploit the provided setup.py, e.g.:

git clone git@github.com:BUTSpeechFIT/BrnoLM.git
cd BrnoLM
pip install . # or, if you don't care about environmental pollution: python setup.py install

If you want to edit the sources, pip with -e or setup.py develop.

Occasionally, a PIP version is produced, so you can simply pip install brnolm to obtain the last pre-packed version.

Requirements

The above way of installation takes care of dependencies. If you want to prepare an environment yourself, know that BrnoLM requires:

    torch
    numpy
    scikit-learn

Exact tested versions are provided in setup.py.

Project details


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