Edge Machine Learning: Tensorflow Library
This directory includes, Tensorflow implementations of various techniques and algorithms developed as part of EdgeML. Currently, the following algorithms are available in Tensorflow:
The TensorFlow compute graphs for these algoriths are packaged as
edgeml.graph. Trainers for these algorithms are in
directions and examples for these algorithms are provided in
directory. To get started with any of the provided algorithms, please follow
the notebooks in the the
Tested on >= Python3.5 with >= Tensorflow 1.6.0.
pip install -r requirements-cpu.txt
Install appropriate CUDA and cuDNN [Tested with >= CUDA 8.1 and cuDNN >= 6.1]
pip install -r requirements-gpu.txt
Copyright (c) Microsoft Corporation. All rights reserved. Licensed under the MIT license.