姚习章's repositories
Numpy-Algorithm
使用numpy手动实现相关机器学习、深度学习、强化学习等基础算法
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；本册有，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改
CCF-CSP-and-PAT-solution
CCF CSP和PAT考试题解（使用C++11语法）
CLUDA
Contrastive Learning for Domain Adaptation of Time Series
demo
demo
DPT
DPT: Deformable Patch-based Transformer for Visual Recognition (ACM MM2021)
FECAM
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting"
Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
Nonstationary_Transformers
Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
PRR-Imbalance
[TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
Time-Series-Library
A Library for Advanced Deep Time Series Models.
TimesNet
About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq
ts2vec
A universal time series representation learning framework
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
XizhangYao.github.io
Xizhang Yao's Homepage