Python machine-translation

Open-source Python projects categorized as machine-translation | Edit details

Top 10 Python machine-translation Projects

  • NLP-progress

    Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

    Project mention: [D] How difficult/easy is to learn NLP once you have experience in a CV? | reddit.com/r/MachineLearning | 2021-12-13

    One thing is that NLP is a set of wildly different problems which share some aspects, but often use quite different techniques and assumptions about their datasets. So even if you would have NLP experience, if you'd need to start on a substantially different NLP task, you can't just apply what you know and succeed, you have to review "how things are done" for that problem domain. For a quick overview, sites like https://nlpprogress.com/ can be helpful to see what methods are used; and, perhaps even more importantly, how people are modeling the actual task.

  • tensor2tensor

    Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

    Project mention: [D] Resources for Understanding The Original Transformer Paper | reddit.com/r/MachineLearning | 2021-09-08

    Code for https://arxiv.org/abs/1706.03762 found: https://github.com/tensorflow/tensor2tensor

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • seq2seq

    A general-purpose encoder-decoder framework for Tensorflow

    Project mention: Tegin huvitava avastuse. Google translate tõlkides automaatselt määrab meie ilma soota asesõnad inglise keeles sooliseks olenevalt sellest, mis ametinimetust lauses kasutad. | reddit.com/r/Eesti | 2021-02-05

    Treenimiseks antakse masinale (https://github.com/google/seq2seq) väga palju tõlkepaare sisse, kui need tõlkepaarid ongi tänapäevasest stereotüüpsest maailmast siis väga midagi sinna parata ei saa. Keegi teadlikult vähemalt seda masinat stereotüüpseks ei teinud.

  • OpenNMT-py

    Open Source Neural Machine Translation in PyTorch

    Project mention: How Telegram Messenger circumvents Google Translate's API | news.ycombinator.com | 2021-12-31
  • espnet

    End-to-End Speech Processing Toolkit

    Project mention: How to get Job in NLP? | reddit.com/r/LanguageTechnology | 2021-12-12

    The reason I'm saying this is to point out that having and in-depth knowledge on speech processing/generation requires a lot of information about signal processing and human speech in general (eg. acoustics and phonetics). However, if you're not into learning everything there is to know about a subject, just take one state-of-the-art example and study that as best as you can. Pick one environment/toolkit, for example espnet and simply go with that.

  • lingvo

    Lingvo

  • argos-translate

    Open source neural machine translation in Python. Designed to be used either as a Python library or desktop application. Uses OpenNMT for translations and PyQt for GUI.

    Project mention: I don't need sleep I need answers | reddit.com/r/animememes | 2022-01-13

    Google translate is both censored and intentionally flawed. Here is a better option: https://github.com/argosopentech/argos-translate

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • nematus

    Open-Source Neural Machine Translation in Tensorflow

    Project mention: Can I connect docker to Google Cloud's GPU? | reddit.com/r/docker | 2021-03-21

    Sorry if the title is not so clear, I am still very new to Docker and linux/bash scripts. For a project, I want to run a data science model that I have found on github (specifically this one: https://github.com/EdinburghNLP/nematus). However, given the huge amount of data that I want to train, I will need to run this model using GPU (and the only GPU I have access to at the moment is the ones provided by Google Cloud).

  • bitextor

    Bitextor generates translation memories from multilingual websites

    Project mention: Bitextor: a tool for generating translation memories from multilingual websites | reddit.com/r/LanguageTechnology | 2021-04-20
  • Opus-MT

    Open neural machine translation models and web services

    Project mention: Helsinki-NLP/Opus-MT: Open neural machine translation models and web services | reddit.com/r/techtravel | 2021-12-30
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-13.

Python machine-translation related posts

Index

What are some of the best open-source machine-translation projects in Python? This list will help you:

Project Stars
1 NLP-progress 19,622
2 tensor2tensor 11,940
3 seq2seq 5,455
4 OpenNMT-py 5,430
5 espnet 4,619
6 lingvo 2,371
7 argos-translate 993
8 nematus 764
9 bitextor 199
10 Opus-MT 176
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