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MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
machine-learning arm deep-learning vulkan ml transformer convolution embedded-devices mnn winograd-algorithm llm
Imaging is a simple image processing package for Go
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
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.
arm performance deep-learning cpp x64 x86-64 inference ace convolution amx aarch64 risc-v sycl matmul intel-gpu oneapi onednn llm avx10 mxfp8
校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
deep-neural-networks caffe deep-learning graph-algorithms inference pytorch yolo convolution diy resnet maxpooling sigmoid inference-engine ncnn relu yolov5 pnnx
An implementation of the system-wide JamesDSP audio processing engine for non-rooted Android devices
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
machine-learning research deep-learning tensorflow sklearn pytorch deepwalk convolution node2vec graph-classification capsule-network graph-attention-networks capsule-neural-networks graph-attention-model struc2vec graph-convolution gnn graph-neural-network capsgnn
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
python lectures tutorial fpga dsp numpy fast-fourier-transform scipy convolution fft digital-signal-processing lessons fir numpy-tutorial finite-impulse-response
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
recognition speech cnn pytorch transformer speech-recognition conv convolution augmented asr conformer transformer-xl
Image processing and manipulation in JavaScript
Audio DSP effects build on Android system framework layer. This is a repository contains a pack of high quality DSP algorithms specialized for audio processing.
audio android c java dynamic dsp effects convolution live-programming fir tube equalizer reverb iir-filters dspmanager convolver arbitrary-response
Understanding Convolution for Semantic Segmentation
Building Convolutional Neural Networks From Scratch using NumPy
python data-science computer-vision numpy filter convnet cnn convolution convolutional-neural-networks relu conv-layer relu-layer pygad
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
scalable random convolution convolutional-neural-network time-series-classification convolutional-kernel
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
transportation routing a-star convolution pathfinding-algorithm routing-algorithm shortest-path-problem shortest-path-routing-algorithm arrival transportation-network dijkstra-shortest-path transportation-planning shortest-pathfinding-algorithm transportation-problem stochastic-models stochastic-dynamic-programming reliable-routing
Efficient Haskell Arrays featuring Parallel computation
haskell stencil array parallel-computing arrays convolution multidimensional-arrays parallel-processing haskell-arrays massiv delayed-arrays massiv-io
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