uchikoma
Neural network translator
A tool that translates neural network code into languages that can run on devices without floating-point operations.
essentialist neural network transpiler for non-floating-point runtimes
29 stars
2 watching
2 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list
worldcoin/awesome-zkmlRelated projects:
| Repository | Description | Stars |
|---|---|---|
| zk-ml/tachikoma | Defines a standard for serializing neural network inference processes into a graph of operator computational traces. | 33 |
 zkp-gravity/0g | A system for proving an inference pass for pre-trained neural networks on private inputs. | 40 |
 molcik/python-neuron | A Python library for implementing and training various neural network architectures | 40 |
 kefirski/bytenet | A Pytorch implementation of a neural network model for machine translation | 47 |
 zsdonghao/unsup-im2im | A framework for unsupervised image-to-image translation using Generative Adversarial Networks (GANs) and deep learning. | 73 |
 sktbrain/discogan | An implementation of cross-domain relation discovery using Generative Adversarial Networks (GANs) to translate images between domains | 773 |
| zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 szagoruyko/binary-wide-resnet | An implementation of a 1-bit weight neural network architecture using PyTorch | 124 |
 divamgupta/attention-translation-keras | An implementation of an attention-based sequence-to-sequence neural machine translation model in Keras. | 30 |
 olekscode/mlneuralnetwork | A Smalltalk implementation of a multi-layer neural network | 7 |
 pengsun/matlabcnn | A Matlab implementation of a 2D Convolutional Neural Network for educational purposes | 47 |
 kalvar/ios-bpn-neuralnetwork | A neural network implementation for machine learning on iOS | 33 |
 tamucrypto/zkcnn | An implementation of a GKR-based snark for CNN model inference, providing a zero-knowledge proof protocol for neural network computations. | 70 |
 microsoft/archai | Automates the search for optimal neural network configurations in deep learning applications | 467 |
 jczic/micromlp | A lightweight implementation of a multilayer perceptron neural network for use in embedded systems and microcontrollers | 183 |