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Kuan-Ting Lai
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Setup Unreal as Deep Reinforcement Learning Environment
In this post I would like to introduce how to setup Unreal as a deep reinforcement learning environment. Before going on please get your deep learning environment ready and install TensorFlow or Theano. Our environment is based on the amazing Unreal Python ...

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Top Conferences in Data Mining, Computer Vision and Artificial Intelligence
Data Mining Short Name Full Name Deadline When KDD Knowledge Discovery and Data Mining February August ASONAM Advances in Social Networks Analysis and
Mining March July/Aug. ECML + PKDD The European Conference on Machine
Learning & Principles and Practi...

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Deep Learning Reading List (Tools, Tutorials, Papers)
Deep Learning Fundamentals R. Pieters Python for image understanding slides A good talk for beginners Deep learning tutorials deeplearning.net/tutorial Provide in-depth introduction to deep learning theories and
implementation with Theano. Neural networks...

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Deep Learning Reading List (Tools, Tutorials, Papers)
Deep Learning Fundamentals R. Pieters Python for image understanding slides A good talk for beginners Deep learning tutorials deeplearning.net/tutorial Provide in-depth introduction to deep learning theories and
implementation with Theano. Neural networks...

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Build a Nvidia CUDA server with Ubuntu 16.04 in 4 steps
*First of all, if you start from a brand new server, I suggest to install Ubuntu 16.04 first WITHOUT NVIDIA graphics cards installed. This will prevent Ubuntu from automatically installing open-source NVIDIA driver Nouveau. Nouveau may cause issues like bla...

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Installing Node.js + ZeroMQ on Windows
ZeroMQ (ZMQ, 0mq) is a great TCP/IP libray wrapper and lightening fast for exchanging messages. Node.js is also famous for speed, so the two combined together can make a powerful distributed cloud server. However since ZeroMQ depends on OS level library, we...

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Step by Step of Building Root File System of STreamPlug ST2100 on Ubuntu 64
1. Download codesourcery toolchain http://www.codesourcery.com/ sgpp/lite/arm/portal/ package4573/public/arm-none- linux-gnueabi/arm-2009q1-203- arm-none-linux-gnueabi.bin 2. Change your default shell from dash to bash sudo dpkg-reconfigure dash 3. Install ...

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Connect to Microsoft SQL Database using PHP PDO on Ubuntu
Microsoft SQL (MSSQL) databases provide a Open Database Connectivity (ODCB) interface for accessing data. First we need to enable TCP/IP connection of MSSQL in SQL Server Configuration Manager: Also remember to open MSSQL listening port on Windows Firewall....

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Adding iBeacon to TI CC254x
The iBeacon is Apple's indoor positioning technology based on Bluetooth Low Energy (BLE). In fact the iBeacon information is embedded in BLE advertisement Protocol Data Unit (PDU). The packet format of iBeacon is as below: In the source code of TI CC254x, w...

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Sending Data through UART USB dongle on Mac OS X
The Universal Asynchronous Receiver/Transmitter (UART) is a hardware that enables data transmission between parallel and serial form. Common UART communication protocols include  RS-232 ,  RS-422  or  RS-485 .  I believe engineers who have lived in PC-era h...
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