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You've found the ultimate, free, open source solution to all of your machine learning needs. You can do neural networks in Python or R, reinforcement learning in Python with OpenAI Gym, and deep reinforcement learning in Java with DeepMind Lab. With just a few lines of code you can learn how to write java scripts that function as Linux commands. There are no installers, just drag-and-drop simplicity when it comes to MIT's Scratch for training agents on multiple CPUs or GPUs at once. And when it comes time for production tasks in C++ with Azure Machine Learning Studio...well you'll be set too! With so many fun and interesting programs to choose from on their site at https://www. youtube.com/user/scratch , we chose SoMachine!(noun) SoMachine! is a hardware platform for AI research. It is a combination of an FPGA board, daughterboard and external devices integrated as a single development system for deep reinforcement learning. Built on the Lattice ECX-3000 Pro FPGA from Altera, it uses the open source OpenAI gym as its deep reinforcement learning platform. It supports several popular neural network architectures including Deep Belief Networks and Recurrent Neural Networks. With extensive support available from the Community Forums at https://www.reddit. com/r/SoMachine/. The SoMachine! project is a design created by a company called Sine Nomine Associates. The SoMachine! Hardware Platform for AI Research For the C++ programmer, Microsoft has been implementing C++ in the cloud with Azure Machine Learning Studio since 2012. They have been using their own neural network system, Distributed Deep Neural Networks (DDNN), to get results from their cloud servers. In 2015, Microsoft decided to open source their neural network model to make it available for anyone who wanted it. Enter Adaptative Neuro-Fuzzy Inference Systems (ANFIS). The ANFIS library is a neural network library written in C++. The model is not deep learning specific, nor was it designed with the Microsoft’s Azure Machine Learning Platform in mind. The ANFIS library can be run on Linux or Windows with support for OpenCV-Python bindings, Cuda and CUDA-C++. They also offer a full instruction set for Linux. Microsoft has provided extensive documentation to help you get started with ANFIS, including tutorials and sample code for using their neural network framework. Their main repository can be found at https://github. com/Microsoft/Anfis. SoMachine!® is an open source machine learning platform. This platform is an integrated development environment (IDE) for Deep Reinforcement Learning. It consists of hardware, software and documentation to allow researchers to use machine learning techniques on real-world problems. The SoMachine® Platform comprises of:Developers can use SoMachine® to develop their own models with Neural Networks or Recurrent Neural Networks (RNNs) using the open source Deep Reinforcement Learning toolkit MATLAB® Python API https://github. cfa1e77820
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