ai-agent

Nematus: Neural Translation

Name: Nematus: Neural Translation
Author: EdinburghNLP

Get open-source neural machine translation with Nematus, for founders in need of AI translation tools.

803 stars265 forksPythonQuality 8/10Updated 12/9/2022100% free · open source

What it does

Nematus provides open-source neural machine translation capabilities to founders, allowing them to translate text from one language to another using artificial intelligence

Install / run

git clone https://github.com/EdinburghNLP/nematus.git

When to use it

•When you need to translate large volumes of text, such as product descriptions or user manuals, into multiple languages
•When you want to integrate machine translation into your startup's application or service
•When you require a high degree of customization and control over the translation process

Quick start

1Navigate to the Nematus directory: cd nematus
2Create a new dataset configuration file, e.g., 'dataset.yaml', based on the example provided in the README
3Prepare your training data by running 'python prepare_data.py'
4Train a model using 'theano_train.py' with your dataset configuration file
5Translate text using the trained model with 'theano_translate.py'

Ready-to-paste prompt

theano_translate.py -m model.npz -i input.txt -o output.txt

Heads up: Nematus requires Theano, a Python library for fast computation on multi-dimensional arrays, which can be challenging to install and configure, especially on certain operating systems or with specific GPU setups

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