Microsoft Cognitive Services

Link: https://www.microsoft.com/cognitive-services/en-us/apis

Intro: Various AI-related services through online APIs. More importantly, all are free for use.

Deep Learning Frameworks

There are a lot of deep learning frameworks out there, depending on your usage purpose or the familiarity of your programming languages or working tasks, here I only summarize ones that I am familiar with:

1) TensorFlow by Google (released on 10 Nov 2015): http://tensorflow.org/

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2) VELES by Samsung (released on 11 Nov 2015): https://velesnet.ml/

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3) cnn (lightweight and very fast neural network library in C++, also in Python, works both on Windows and Linux machines): https://github.com/kaishengyao/cnn

Comment: cnn has been proven to be much faster than Theano both with and without GPU. Also, it offers the advantage for software production of neural network models since it has been developing in C++ and more importantly, it supports both Windows and Linux platforms. 

4) to be updated

Wiki Parallel Data Extractor

Link: https://github.com/clab/wikipedia-parallel-titles
Intro: Tools for extracting parallel corpora from article titles across languages in Wikipedia

Tay Nung dictionary

Link: https://sites.google.com/site/tndict/home

Intro: Thanks to some guys on facebook of VNese NLP group, I just know about this. One of interesting problems is to preserve and develop the local regional languages (e.g. Tay Nung in the above link) in parallel with official Vietnamese language.

P.S.: I will be back one day about this issue.

Japanese-English Parallel Datasets

Link: http://phontron.com/japanese-translation-data.php

Hansard corpus

Link: http://www.hansard-corpus.org/

Intro: This Hansard corpus (or collection of texts) contains nearly every speech given in the British Parliament from 1803-2005, and it allows you to search these speeches (including semantically-based searches) in ways that are not possible with any other resource.

easyloggingcpp - light-weight logging library for C++

Link: https://github.com/easylogging/easyloggingpp

Intro: Single header only C++ logging library. It is extremely light-weight, robust, fast performing, thread and type safe and consists of many built-in features. It provides ability to write logs in your own customized format. It also provide support for logging your classes, third-party libraries, STL and third-party containers etc.