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autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

lowrankmatrixrestoration

This project focuses on low-rank matrix restoration with robust principal component analysis (RPCA) and matrix completion (MC).

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

sdv

Synthetic Data Generation for tabular, relational and time series data.

skills

个人的技能树仓库，主要包含个人机器学习以及深度学习的笔记

timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

variational-lstm-autoencoder

Lstm variational auto-encoder for time series anomaly detection and features extraction

wavediff

Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

wuliu