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Yao Liu's Projects

blog icon blog

my GitHub blog that hosts Jupyter notebooks, powered by fastpages

convnets-pde-perspective icon convnets-pde-perspective

an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets

genibot icon genibot

a multi-tasking bot on Geni.com, a collaborative genealogy site (or as I prefer, a wikipedia for the entire humanity)

imagenette icon imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

ranger-mish-imagewoof-5 icon ranger-mish-imagewoof-5

Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022

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