KunWang-22

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

data-centric-AI

A curated, but incomplete, list of data-centric AI resources.

CSDI

Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"

SALSA

Source code for the paper SALSA Attacking Lattice Cryptography with Transformers (Wenger et al., Neurips 2022)

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Schedule

Schedule for learning on graphs seminar

suggested-notation-for-machine-learning

This introduces a suggestion of mathematical notation protocol for machine learning.

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Paper-Writing-Tips

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

HsuanTienLin_MachineLearning

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes