An Awesome List of the latest time series papers and code from top AI venues.
GitHub repository with 1,003 stars and 49 forks.
Topics: anomaly-detection, time-series, time-series-forecasting, causal-discovery, time-series-analysis, early-detection, irregular, irregular-time-series, time-series-classification, time-series-early-classification
2026-06-05: 1,003 stars and 49 forks.
A unified framework for machine learning with time series
GitHub repository with 9,792 stars and 2,185 forks.
Trending score: 0.88; stars gained: +7; forks gained: +0.
Language: Python
Topics: ai, anomaly-detection, changepoint-detection, data-mining, data-science, forecasting
The security agent that fights back. Watches your Linux server from inside, detects threats with kernel-level eBPF, and stops them with on-device AI. Open-source, self-hosted, dry-run by default. Apache-2.0.
GitHub repository with 153 stars and 19 forks.
Trending score: 0.86; stars gained: +2; forks gained: +1.
Language: Rust
Topics: agent-guard, ai-agent-security, anomaly-detection, autonomous-defense, behavioral-analysis, correlation-engine
We have summarised all 3D anomaly detection methods and datasets (still updating). 多模态，点云和姿势无关异常检测的综述仓库（持续更新）
GitHub repository with 116 stars and 4 forks.
Trending score: 0.33; stars gained: +1; forks gained: +0.
Topics: 3d, anomaly-detection, anomaly-segmentation, awesome-lists, computer-vision, datasets
The self-healing engine for modern infrastructure. Detects failures in milliseconds, heals autonomously with agentic AI, proves every action with a post-quantum signed audit trail. 79 Go packages, 12-view operator dashboard, single binary. Apache 2.0.
GitHub repository with 23 stars and 3 forks.
Trending score: 0.04; stars gained: +0; forks gained: +0.
Language: Go
Topics: agentic-ai, ai-agents, anomaly-detection, causal-inference, chaos-engineering, devops
Local-first log analysis with PII redaction, threat detection, anomaly detection and LLM insights — CLI, web dashboard and REST API
GitHub repository with 9 stars and 0 forks.
Trending score: 0.00; stars gained: +0; forks gained: +0.
Language: Python
Topics: anomaly-detection, cli, devops, fastapi, llm, log-analysis
A unified framework for machine learning with time series
GitHub repository with 9,792 stars and 2,185 forks.
Trending score: 0.88; stars gained: +7; forks gained: +0.
Language: Python
Topics: ai, anomaly-detection, changepoint-detection, data-mining, data-science, forecasting
The security agent that fights back. Watches your Linux server from inside, detects threats with kernel-level eBPF, and stops them with on-device AI. Open-source, self-hosted, dry-run by default. Apache-2.0.
GitHub repository with 153 stars and 19 forks.
Trending score: 0.86; stars gained: +2; forks gained: +1.
Language: Rust
Topics: agent-guard, ai-agent-security, anomaly-detection, autonomous-defense, behavioral-analysis, correlation-engine
We have summarised all 3D anomaly detection methods and datasets (still updating). 多模态，点云和姿势无关异常检测的综述仓库（持续更新）
GitHub repository with 116 stars and 4 forks.
Trending score: 0.33; stars gained: +1; forks gained: +0.
Topics: 3d, anomaly-detection, anomaly-segmentation, awesome-lists, computer-vision, datasets
The self-healing engine for modern infrastructure. Detects failures in milliseconds, heals autonomously with agentic AI, proves every action with a post-quantum signed audit trail. 79 Go packages, 12-view operator dashboard, single binary. Apache 2.0.
GitHub repository with 23 stars and 3 forks.
Trending score: 0.04; stars gained: +0; forks gained: +0.
Language: Go
Topics: agentic-ai, ai-agents, anomaly-detection, causal-inference, chaos-engineering, devops
Local-first log analysis with PII redaction, threat detection, anomaly detection and LLM insights — CLI, web dashboard and REST API
GitHub repository with 9 stars and 0 forks.
Trending score: 0.00; stars gained: +0; forks gained: +0.
Language: Python
Topics: anomaly-detection, cli, devops, fastapi, llm, log-analysis