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zong-my's Projects

autox icon autox

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

boundary-loss icon boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

dancenet icon dancenet

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

detrex icon detrex

detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), DETA (ArXiv 2022), etc.

dsanet icon dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

gain icon gain

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

hyperts icon hyperts

A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.

n-beats icon n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

polarmask icon polarmask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

sd_ecg icon sd_ecg

山东赛第三届数据应用创新创业大赛-心电图智能事件识别-亚军方案

simgnn icon simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

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