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Sun Yitao's Projects

11r icon 11r

America's favorite Eleventy blog template.

1920-s2 icon 1920-s2

The website of CS2030, 19/20 Sem 2.

bert icon bert

TensorFlow code and pre-trained models for BERT

cadet icon cadet

Backend of Source Academy (Elixir, Ecto, Phoenix, PostgreSQL)

cccapsnet icon cccapsnet

A PyTorch implementation of Compositional coding Capsule Network based on the paper "Compositional coding capsule network with k-means routing for text classification"

dbpn-pytorch icon dbpn-pytorch

Deep Back-Projection Networks for Super-Resolution (Winner of NTIRE2018 and PIRM2018)

deepaugment icon deepaugment

Discover augmentation strategies tailored for your dataset

drit icon drit

Learning diverse image-to-image translation from unpaired data

fast-mpn-cov icon fast-mpn-cov

@CVPR2018: Efficient unrolling iterative matrix square-root normalized ConvNets, implemented by PyTorch (and code of B-CNN,Compact bilinear pooling etc.) for training from scratch & finetuning.

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgaug_augment icon imgaug_augment

Notebook to augment images with or without bounding boxes using imgaug library

magpie icon magpie

Deep neural network framework for multi-label text classification

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