Displaying 1 to 20 from 24 results

Apertium - A Language Independent Machine Translation Engine

  •    C++

Apertium is a machine translation platform, initially aimed at related-language pairs but expanded to deal with more divergent language pairs (such as English-Catalan). The platform provides a language-independent machine translation engine, tools to manage the linguistic data necessary to build a machine translation system for a given language pair and linguistic data for a growing number of language pairs.

seq2seq - A general-purpose encoder-decoder framework for Tensorflow

  •    Python

A general-purpose encoder-decoder framework for Tensorflow that can be used for Machine Translation, Text Summarization, Conversational Modeling, Image Captioning, and more.The official code used for the Massive Exploration of Neural Machine Translation Architectures paper.

OpenNMT - Open Source Neural Machine Translation in Torch

  •    Lua

OpenNMT is a full-featured, open-source (MIT) neural machine translation system utilizing the Torch mathematical toolkit. OpenNMT only requires a Torch installation with few dependencies.

OpenNMT-py - Open Source Neural Machine Translation in PyTorch

  •    Python

This is a Pytorch port of OpenNMT, an open-source (MIT) neural machine translation system. It is designed to be research friendly to try out new ideas in translation, summary, image-to-text, morphology, and many other domains. Codebase is relatively stable, but PyTorch is still evolving. We currently only support PyTorch 0.4 and recommend forking if you need to have stable code.

fastText_multilingual - Multilingual word vectors in 78 languages

  •    Jupyter

Facebook recently open-sourced word vectors in 89 languages. However these vectors are monolingual; meaning that while similar words within a language share similar vectors, translation words from different languages do not have similar vectors. In a recent paper at ICLR 2017, we showed how the SVD can be used to learn a linear transformation (a matrix), which aligns monolingual vectors from two languages in a single vector space. In this repository we provide 78 matrices, which can be used to align the majority of the fastText languages in a single space. Word embeddings define the similarity between two words by the normalised inner product of their vectors. The matrices in this repository place languages in a single space, without changing any of these monolingual similarity relationships. When you use the resulting multilingual vectors for monolingual tasks, they will perform exactly the same as the original vectors. To learn more about word embeddings, check out Colah's blog or Sam's introduction to vector representations.

zhihu - This repo contains the source code in my personal column (https://zhuanlan

  •    Jupyter

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

BartyCrouch - Localization/I18n: Incrementally update your Strings files from

  •    Swift

BartyCrouch incrementally updates your Strings files from your Code and from Interface Builder files. "Incrementally" means that BartyCrouch will by default keep both your already translated values and even your altered comments. Additionally you can also use BartyCrouch for machine translating from one language to 40+ other languages. Using BartyCrouch is as easy as running a few simple commands from the command line what can even be automated using a build script within your project. Bartycrouch now is part of Homebrew Core! No tap needed any more.

argos-translate - Open source neural machine translation in Python

  •    Python

Open-source offline translation library written in Python. Uses OpenNMT for translations, SentencePiece for tokenization, Stanza for sentence boundary detection, and PyQt for GUI. Designed to be used as either a Python library, command-line, or GUI application. LibreTranslate is an API and web-app built on top of Argos Translate. Argos Translate supports installing model files which are a zip archive with an ".argosmodel" extension that contains an OpenNMT CTranslate2 model, a SentencePiece tokenization model, a Stanza tokenizer model for sentence boundary detection, and metadata about the model. Pretrained models can be downloaded here.

sockeye - Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

  •    Python

Felix Hieber, Tobias Domhan, Michael Denkowski, David Vilar, Artem Sokolov, Ann Clifton and Matt Post (2017): Sockeye: A Toolkit for Neural Machine Translation. In eprint arXiv:cs-CL/1712.05690.If you are interested in collaborating or have any questions, please submit a pull request or issue. You can also send questions to sockeye-dev-at-amazon-dot-com.

OpenNMT-tf - Neural machine translation and sequence learning using TensorFlow

  •    Python

and all of the above can be used simultaneously to train novel and complex architectures. See the predefined models to discover how they are defined and the API documentation to customize them. Additional experimental models are available in the config/models/ directory and can be used with the option --model <model_file.py>.

neuralmonkey - An open-source tool for sequence learning in NLP built on TensorFlow.

  •    Python

The Neural Monkey package provides a higher level abstraction for sequential neural network models, most prominently in Natural Language Processing (NLP). It is built on TensorFlow. It can be used for fast prototyping of sequential models in NLP which can be used e.g. for neural machine translation or sentence classification. The higher-level API brings together a collection of standard building blocks (RNN encoder and decoder, multi-layer perceptron) and a simple way of adding new building blocks implemented directly in TensorFlow.

seq2seq - Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

  •    Python

Minimal Seq2Seq model with attention for neural machine translation in PyTorch. This implementation relies on torchtext to minimize dataset management and preprocessing parts.

omegat-tencent-plugin - This is a plugin to allow OmegaT to source machine translations from Tencent Cloud

  •    Java

The functionality provided by this plugin is built into OmegaT 4.1.0 and later. Please uninstall the plugin if you are using this version or later. Before run, Log in to Tencent Cloud API Key Console, create a secretId & scretKey or use an existing secretId & scretKey.

machine-translator - Translate words using a statistical model

  •    Javascript

is a nodejs module that uses statistical machine translation to translate between two different languages. the module is loosely based off of the IBM model 1 algorithm and has been tested using english.

nlg-eval - Evaluation code for various unsupervised automated metrics for Natural Language Generation

  •    Python

Evaluation code for various unsupervised automated metrics for NLG (Natural Language Generation). It takes as input a hypothesis file, and one or more references files and outputs values of metrics. Rows across these files should correspond to the same example. where each line in the hypothesis file is a generated sentence and the corresponding lines across the reference files are ground truth reference sentences for the corresponding hypothesis.

indonesian-mt-testdata - Indonesian Machine Translation test data

  •    Perl

Ini adalah repository (gudang penyimpanan) data yang dikhususkan untuk proyek penelitian dan pengembangan teknologi penerjemahan mesin dari dan ke bahasa Indonesia (GARENG). Hanya data uji yang tersimpan di sini. Data latih yang digunakan masih bersifat privat dan belum dapat dibuat publik dengan alasan perizinan. Proyek penelitian dan pengembangan sistem penerjemahan mesin GARENG adalah kerjasama antara Rekanalar dan Beritagar.

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