machine.academy
CryptoNets
machine.academy | CryptoNets | |
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1 | 8 | |
11 | 217 | |
- | - | |
7.6 | 0.0 | |
5 months ago | over 1 year ago | |
C# | C# | |
GNU General Public License v3.0 only | MIT License |
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machine.academy
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Neural Network from Scratch
Nice! I made a gpu accelerated backpropagation lib a while ago to learn about NNs, if you are interested check it out here: https://github.com/zbendefy/machine.academy
CryptoNets
- CryptoNets: CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with [Homomorphic Encryption](https://www.cs.cmu.edu/~odonnell/hits09/gentry-homomorphic-encryption.pdf). Homomorphic Encryptions allow performing operations
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[D] New paper shows that federated learning is broken?
You may want to check https://github.com/microsoft/CryptoNets :)
What are some alternatives?
ML-From-Scratch - Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
micrograd - A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Keras - Deep Learning for humans
GazeTracker - Artificial intelligence tracker for OpenTrack
IEU.Winforms - Windows only GUI for ESRGAN with additional features
Numerical-Realization - An English-based natural language generator for numerical inputs.
keras - Deep Learning for humans [Moved to: https://github.com/keras-team/keras]
deepnet - Educational deep learning library in plain Numpy.
SoftGround - High performance runtime collider deformation in Unity
Numerical-Realization - An English-based natural language generator for numerical inputs.
NNfSiX - Neural Networks from Scratch in various programming languages