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CrypTen · A research tool for secure machine learning in PyTorch
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A research tool for secure machine learning in PyTorch
site name
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CrypTen · A research tool for secure machine learning in PyTorch CrypTen GitHub Docs A research tool for secure machine learning in PyTorch GitHub Docs Get Started Secure Machine Learning CrypTen is a new framework built on PyTorch to facilitate research in secure and privacy-preserving machine learning. CrypTen enables machine learning researchers, who may not be cryptography experts, to easily experiment with machine learning models using secure computing techniques. CrypTen lowers the barrier for machine learning researchers by integrating with the common PyTorch API. Installation Script Please see the CrypTen Docs . pip install crypten CrypTensors CrypTensors encrypt data using familiar PyTorch syntax. For example: # PyTorch x = torch.tensor([ 1 , 2 , 3 ]) y = torch.tensor([ 4 , 5 , 6 ]) z = x + y # CrypTen x_enc = crypten.cryptensor([ 1 , 2 , 3 ]) y_enc = crypten.cryptensor([ 4 , 5 , 6 ]) z_enc = x_enc + y_enc``` For more, checko...
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