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alibaba / MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

β˜… 16k C++ today
uxlfoundation / oneDNN

Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.

β˜… 4.1k C++ today
google / XNNPACK

High-efficiency floating-point neural network inference operators for mobile, server, and Web

β˜… 2.5k C today
facebookresearch / brain2qwerty

Non-invasive decoding of typed sentences from MEG and EEG brain recordings using a convolutional encoder, transformer, and character-level language model.

β˜… 1.2k Python 26d ago
huggingface / computer-vision-course

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

β˜… 897 Jupyter Notebook 14d ago
flatironinstitute / CaImAn

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

β˜… 741 Python 8d ago
ahmedfgad / NumPyCNN

Building Convolutional Neural Networks From Scratch using NumPy

β˜… 599 Python 3d ago
fkodom / fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

β˜… 524 Python 4d ago