A contract-driven gRPC regression harness for AI coding agents, with human-approved baselines. Snapshot the valid call chains of an API so an agent can look one up instead of tracing for it. gRPC today, OpenAPI next
Infrared gesture-based BLE media controller for AtomS3R and PAJ7620U2; C++ firmware, trajectory replay, and documented v24 baseline.
Six security outcomes an enterprise must achieve to run AI agents, and the controls that evidence them. A draft for public comment.
Free domain registration and practical DNS learning resources for everyone. Enhanced standalone edition based on DigitalPlatDev/FreeDomain @ 9c7c541. v1.0.0 baseline, v1.1.0 enhancements (About/changelog, CI, Dependabot). Original: https://github.com/DigitalPlatDev/FreeDomain
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
Community-driven baseline to accelerate Intune adoption and learning.
Scalable and user friendly neural :brain: forecasting algorithms.
Automation to assess the state of your M365 tenant against CISA's baselines
DSH (DeepSeek Harness) web GUI plugin collection — task notifications, provider usage, LAN proxy, MCP manager, worktree sidebar, isolated browser verification. Targets dsh release candidates (rc only, no alpha); exact baseline in README. Install: dsh plugin --profile web add @wingsky-1/dsh-plugins-all
Lightning ⚡️ fast forecasting with statistical and econometric models.
An index of algorithms for learning causality with data
A foundational Obsidian theme; the baseline of your thoughts.
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
A fast framework for writing baseline compiler back-ends in C++
Knowledge-graph RAG built from structured metadata instead of LLM extraction. 929M edges, zero LLM calls, 83.2% on held-out PubMedQA. Case study: the full PubMed 2026 baseline.
Vanilla RAG baseline for the Agent Memory Leaderboard
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
SIEM Tactics, Techiques, and Procedures
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization :helicopter: annotates 1652 buildings in 72 universities around the world.
Multi-Objective Reinforcement Learning algorithms implementations.
M3D routing challenge: a reproducible EDA routing benchmark for a simplified monolithic-3D stack (generator, checker, scorer, baseline, visualization).
Audit AI agent skills, review usage evidence, and compare original, simplified, and baseline workflows.
A reinforcement learning environment for PCB autorouting, built on KiCad's push-and-shove router. Includes a decoder-only PPO/GRPO agent, LLM tool-calling and rule-based baselines, and a uniform 3-stage evaluation pipeline. The routing engine ships separately as the PCBWorld-Engine submodule (GPLv3).
High-quality implementations of standard and SOTA methods on a variety of tasks.
Ansible role to apply a security baseline. Systemd edition.
SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms
Xiaomi Joyose cloud control editor — visualize, edit & unlock game performance policies (fps limits, thermal tables, CPU baselines) synced via MCC cloud config. Tauri 2 + Rust + React.
AI humanizer skill for Claude Code, Codex and Cursor. Removes AI slop and the signs of AI writing, then measures the rewrite against human baselines.
Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4-AutoRound vs the FP8 baseline, measured on one harness — including why the quantization advantage collapses to +0.2% by c16.
MiMo-V2.6-Flash-RL on 2x NVIDIA DGX Spark (GB10): vLLM TP2 + DFlash + vision/audio, fp8 KV 300K, four fixes for the stock image, measured baselines
Open visual probability research: encode an image once, answer multiple structured questions. Public data, trained weights, reproducible baselines and failure cases.
Unified surface to list, toggle, group, and focus tools from any Pi extension (including MCP), with active context-cost tracking. State persists in chat branches or as pinned baselines in settings.
Primavera P6 Professional Project Planning Suite - Practical Windows release with complete modules and an easy first launch.
CI for your coding-agent setup (CLAUDE.md, skills, hooks): pinned baselines, a canary on every Claude Code release, model and version matrix, context-cost drift, self-diagnosing reports, repair. Claude Code, Codex, Gemini.
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This is the Azure Kubernetes Service (AKS) Baseline Cluster reference implementation as produced by the Microsoft Azure Architecture Center.
A small, complete Python agent harness: tools, compaction, retries, and a single-file TUI. Built to learn and use as a baseline.
Reproducible monthly demand forecasting with Random Forest, chronological backtests, transparent baselines, and a guided local app.
JLens Evolve v3: evidence-centric evolution platform (autonomous Teacher + local Qwen + official SWE-bench native evaluation). Branch codex/v3-evolution-10000 carries transport resilience, Router-key normalization, per-round temperature beam, and baseline fail-soft.
Evaluator-neutral AI evaluation evidence, baseline regression gates, and JSON, JUnit, and SARIF reports for CI.
AI coding with Aegis governance built into execution: baseline-aware changes, evidence-backed delivery. Free desktop client, your choice of model. 将哲科思维融入 AI 开发执行,让变更有依据、交付有证据。用创意编织现实。
HardeningKitty and Windows Hardening Settings