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Richard

A CNN written in C++ and Vulkan (no ML or math libs). Richard is gaining power. This started out as a personal effort to learn more about machine learning.

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202 스타 · GitHub외부 사이트

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  1. A C++ implementation of a Multilayer Perceptron (MLP) neural network using Eigen, supporting multiple activation and loss functions, mini-batch gradient descent, and backpropagation for training.

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  2. Implement classic neural networks from scratch without using nn.Module, to deeply understand PyTorch and model principles.

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  3. An experimental transformer stack and symbolic computation engine built entirely from first principles in pure Python.

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  4. Tensor library & inference framework for machine learning

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  5. Minimal and annotated implementations of key ideas from modern deep learning research.

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