12 Lessons to Get Started Building AI Agents

[AAAI 2026 Oral] Harnessing Vision-Language Models for Time Series Anomaly Detection

An annotated implementation of the Transformer paper.

纯手工绘制 Transformer 架构图；Drawing the Transformer architecture diagram by hand

About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq

[ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Time-Series Anomaly Detection | Algorithms + Datasets + Tutorials

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

A python library for user-friendly forecasting and anomaly detection on time series.

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

RNN based Time-series Anomaly detector model implemented in Pytorch.

A Python toolkit for rule-based/unsupervised anomaly detection in time series

Unsupervised time series anomaly detection library

List of tools & datasets for anomaly detection on time-series data.

中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型

一元机场官网

Elevate your AI research writing, no more tedious polishing ✨

Public repository for Agent Skills

Native port of Redis for Windows. Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Se…

AI agents running research on single-GPU nanochat training automatically

A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI.

my first project for ate lab.

EE227C (Spring 2018) Course page

北京航空航天大学(北航)课程作业资料共享计划

A continuously updated list of papers, code, and resources related to Continual Learning.