Public Datasets

Available at Xiaming’s Github, Awesome Public Datasets are (mostly) free. Subjects include Agriculture, Biology, Climate/Weather, Complex Networks, Computer Networks, Contextual Data, Data Challenges, Economics, Energy, Finance, Geology, GeoSpace/GIS, Government, Healthcare, Image Processing, Machine Learning, Museums, Natural Language, Physics, Psychology/Cognition, Public Domains, Search Engines, Social Networks, Social Sciences, Sports, Time Series and Transportation.

Microsoft releases CNTK, its open source deep learning A.I. toolkit

CNTK, the Computational Network Toolkit by Microsoft Research, is a unified deep-learning toolkit that describes neural networks as a series of computational steps via a directed graph. In this directed graph, leaf nodes represent input values or network parameters, while other nodes represent matrix operations upon their inputs.

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How to setup ACRA, an Android Application Crash Tracking system, on your own host

“One truth about developing a mobile application is there are so many constraints for example, a hardware limitation (CPU, RAM, Battery, etc). If your code design is not good enough, prepare to say hi to the most critical problem on earth: “Crash”. According to a study, it shows that:”

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Compile PHP 7 FPM + CLI from source, without touching the installed PHP 5.x

The following explains how to install PHP 7.0, from source, without uninstalling your current PHP. I used this in a development and continuous integration machine, so i can test both PHP 5.6 or PHP 7.x, ensuring our apps are php7 ready. As i am using Apache + Mod_php for PHP 5, i will use FPM for PHP 7 so nothing is fkdup in the apache+php5 realm.
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