privateml
Machine Learning with SPDZ
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Jupyter Notebook
PrivateML
Training convolutional neural nets (CNNs) using SPDZ; Read this blogpost to learn more. This repository is an extension of privateml/image-analysis.
How to run
Make sure you have the following installed:
- Python 3.6 (preferably in virtualenv / conda env)
- Tensorflow (used only to download datasets)
To install the other requirements, run:
pip install --upgrade -r requirements.txt
Now you can open the full code example:
jupyter notebook image_analysis/Convnet.ipynb
Select the correct kernel before running the code, as it is probably set to python 2.7. You might have to add your environment to the lis tof kernels:
pip install ipykernel
python -m ipykernel install --user --name=[NAME OF YOUR ENV]