Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Paddle Lite	6,823		a month ago			1,220	apache-2.0	C++
PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）
Neural Networks On Silicon	1,696		4 months ago
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
Brevitas	1,015	2	3 months ago	13	December 08, 2023	142	other	Python
Brevitas: neural network quantization in PyTorch
Pipecnn	916		2 years ago			35	apache-2.0	C
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Embedded Neural Network	547		3 months ago			n,ull
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
Qkeras	514	2	3 months ago	1	July 07, 2021	38	apache-2.0	Python
QKeras: a quantization deep learning library for Tensorflow Keras
Blueoil	243		3 years ago			156	apache-2.0	Python
Bring Deep Learning to small devices
Convolution_network_on_fpga	187		6 years ago			15		Verilog
CNN acceleration on virtex-7 FPGA with verilog HDL
Binarybrain	118		7 months ago	28	August 15, 2023		mit	C++
Binary Neural Network Framework for FPGA(Differentiable LUT)
Dnnweaver2	112		5 years ago			10	apache-2.0	Jupyter Notebook
Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

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Paddle Lite ⭐ 6,823

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

most recent commit a month ago

Neural Networks On Silicon ⭐ 1,696

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

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Brevitas ⭐ 1,015

Brevitas: neural network quantization in PyTorch

dependent packages 2total releases 13most recent commit 3 months ago

Pipecnn ⭐ 916

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

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Embedded Neural Network ⭐ 547

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

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Qkeras ⭐ 514

QKeras: a quantization deep learning library for Tensorflow Keras

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Blueoil ⭐ 243

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Convolution_network_on_fpga ⭐ 187

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Binarybrain ⭐ 118

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Dnnweaver2 ⭐ 112

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

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