About ∂t

DeepTrainer is an open source machine learning library that is currently under development.

Available from: https://github.com/bulyaki/DeepTrainer

DeepTrainer currently implements the following algorithms:

  • Backpropagation
  • Batch Backpropagation
  • Distributed Batch Backpropagation
  • Resilient Propagation
  • Distributed Resilient Propagation

All algorithms are making use of a matrix implementation that uses automatic partitioning (4×4 or 8×8, single or double precision), and hardware accelerated matrix operations (dot product using SSE2, AVX, AVX512).

The algorithms are implemented using C++11 in Visual Studio on Windows OS, although a portable version is planned too.

Member of the @NVIDIA Inception program

Inception_websites_LI-TW_2048X1024

DeepTrainer is also a trading name of Next Tier Limited, registered in England and Wales, reg. 07354214


View Peter Bulyaki's profile on LinkedIn

 

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