baseline-comparison

PyLinuxGuard: Linux System Behavior Monitoring & Anomaly Detection | A Python tool to monitor Linux system metrics like CPU, memory, and network usage. It detects anomalies based on historical data and sends email alerts when something unusual is detected.

Local-first workflow for investigating suspected data quality issues with deterministic evidence, hypothesis tracking, and human review artifacts.

Codex skill review / skill 检验 tool for evaluating necessity, baseline lift, rubric score, and keep/simplify/merge/rewrite/delete/patch decisions.

A larger GNN test than the Arctic project, 30 world cities connected by real distance. The graph actively hurt the model at first, beaten by both persistence and the same model with no graph at all. A skip connection fixing signal dilution then beat every baseline, including persistence, confirming the graph was helpful once fixed properly.

Reinforcement Learning based job scheduling using PPO with heuristic baselines

Relation extraction on WebNLG: a dependency-path SVM and a marker-based BERT, compared on equal terms.

Unitree-Go1 bot trained on different Reinforcement Algorithms prominently on PPO, TD3 and SAC (all with CPG). The repo provides a baseline to compare different DL algorithms based on their convergence and performance per 10M steps. The postures used for these are Jumping and walking.

Compare CAN DBC baseline folders and get an engineering-grade Excel change report — detects renamed files, messages and signals