SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch. - fangwei123456/spikingjelly
Comparison and Analysis of the Open-Source Frameworks for Deep Learningdoi:10.12783/DTCSE/MCSSE2016/10975Dong-sheng GaoYan-rong ZhaoJing GaoHao WangGao D, Zhao Y, Gao J, et al. Comparison and analysis of the open-source frameworks for deep learning. DEStech Trans Comput Sci Eng. 2017. ...
Currently, there are two automatic differentiation techniques in mainstream deep learning frameworks: Operator Overloading (OO): Overloading the basic operators of the programming language to encapsulate their gradient rules. Record the operation trajectory of the network during forward execution in an ...
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Amazon's machine learning products provide a very complete stack, ranging from frameworks and platforms to SaaS-based applications. There are many products and services in each field to help developers quickly build. All machine learning cloud services are based on a solid open source foundation bui...
Fig. 1: Top 16 open source deep learning libraries by Github stars and contributors,using log scale for both axes. The color of the circle shows the age in days (greener - younger, bluer - older), computed from Start date given on github under Insights / Contributors. ...
Tang said Megvii hopes its deep-learning framework will become a cornerstone of China's AI development and an integrated part of China's AI infrastructure. Gao Wen, an academician of the Chinese Academy of Engineering, said open-source frameworks are a trend in global AI development. ...
PyTorch and other deep learning frameworks commonly use floating-point numbers to represent the weights and neurons of a neural network during training. After model training is finished, though, floating-point numbers and calculations become overkill: Many types of models can be adapted to use low-...
Open source software (OSS) is a decentralized development model that distributes source code publicly for open collaboration and peer production.
Learn what open-source machine learning is and explore open-source machine learning projects, platforms, and tools.