StartLuxLabs / StartLux-Decision
Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
StartLuxLabs / StartLux-Decision
NandhaKishorM / laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
escudero / brandpose
Personal project: where shoppers look, estimated from an ordinary security camera and open source AI (YOLO11, Gaze-LLE, Depth Anything V2)
zengxiong111 / Foundation_of_Embodied_AI
Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
JHDev2006 / Super-Mario-Bros.-Remastered-Public
A Remake / Celebration of the original 'Super Mario Bros.' games. Features new levels, custom modes, new characters, alongside a full level editor / custom level system!
Phocinae / Phocinae-Largha-150M-v1
斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹，大决断。
ShisatoYano / AutonomousVehicleControlBeginnersGuide
Python sample codes and documents about Autonomous vehicle control algorithm. This project can be used as a technical guide book to study the algorithms and the software architectures for beginners.
strands-labs / strands-decider
A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a calibrated confidence on every decision.
nokia-applied-research / AnyJev
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)
wh000wh000 / awesome-jev-live
Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.
fstandhartinger / jevbench
JevBench by Benchmark Heaven: benchmark and leaderboard for AI decision models, measuring typed decision accuracy, calibration, latency and cost.
MBratkowski / deweloperuch-mcp
Unofficial MCP server and CLI for Polish new-build apartment prices: developers' asking prices with history, RCN transaction prices and GUS/NBP statistics (data from deweloperuch.pl)
KartoffelToby / better_thermostat
This custom component for Home Assistant will add crucial features to your climate-controlling TRV (Thermostatic Radiator Valves) to save you the work of creating automations to make it smart. It combines a room-temperature sensor, window/door sensors, weather forecasts, or an ambient temperature probe to decide when it should call for heat and automatically calibrate your TRVs to fix the imprecise measurements taken in the radiator's vicinity.
slavabars / decision-cascade
Local decision engine with typed, calibrated outputs (Noul/Choice/Score): cheap→strong cascade, ECE/Brier calibration, SystemOne protocol interop. Apache-2.0.
brunnojob / pid-pressure-control
C++ pressure regulation lab with calibrated sensing, PID tuning and fault handling.
librats / rats-search
rats-search: BitTorrent P2P multi-platform search engine for Desktop and Web servers with integrated torrent client
autowarefoundation / autoware_universe
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firelex / jeff
Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrated probabilities. One base, swappable LoRA adapters, on your own hardware.
Mapika / decider
A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.
rpng / MINS
An efficient and robust multisensor-aided inertial navigation system with online calibration that is capable of fusing IMU, camera, LiDAR, GPS/GNSS, and wheel sensors. Use cases: VINS/VIO, GPS-INS, LINS/LIO, multi-sensor fusion for localization and mapping (SLAM). This repository also provides multi-sensor simulation and data.
kydlikebtc / awesome-jev
1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently tested here. EN/中文, JSON schema and platform compatibility.
mohit67890 / imajev
Open Jev-style typed-decision model that also takes images: photo + app state + typed questions in, calibrated probabilities out, locally.
malevrigns / agent-jev
AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.
Lichtspektrum / liang-intensity-calibrator
滑动变祖器：31 级梁系强度校准器
kraayenjon / awesome-jev
A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.
allebee / jevk5
JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code.
blakebratcher / bitwig-nitro-tools
Offline reverse-engineering toolchain for Bitwig Studio's Nitro DSP format — decrypt, decompile, and read the DSP behind every native device and Grid module. Tools + format specs only; no Bitwig source or keys.
KloBraticc / Voidstrap
Voidstrap is a simple yet advanced fork of Bloxstrap, advanced customization and improvements.
iamaamir / system-one
Provider-neutral System One runtime for TypeScript and Pi
yunfanye / openhouse-3d
Turn real-estate listing photos into a 3D house model and a cinematic walkthrough video. Photo camera solving, procedural Blender (bpy) modeling, virtual staging, headless Cycles rendering and photo-vs-render comparison films.
XBuilderLAB / cheat-on-content
You're reading this. The skill predicted it. A workflow that turns every post into a calibrated experiment—score, blind-predict, retro, evolve. The future doesn't reward effort, it rewards those who see the pattern first. 1M followers in a month — not luck, system.
DanielMartinus / Konfetti
Celebrate more with this lightweight confetti particle system 🎊
libratbag / libratbag
A DBus daemon to configure input devices, mainly high-end and gaming mice
rabbitstack / fibratus
Security sensor for realtime threat detection and protection
TfTHacker / obsidian42-brat
BRAT - Beta Reviewer's Auto-update Tool for Obsidian.
sn4k3 / UVtools
MSLA/DLP, file analysis, calibration, repair, conversion and manipulation
rockowitz / ddcutil
Control monitor settings using DDC/CI and USB
pomber / stargazer
Your repo reached a stars milestone? Celebrate with a video of your stargazers!
ollaya-dev / ollaya
Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollama for decision models.
arb / celebrate
A joi validation middleware for Express.
protoloft / klipper_z_calibration
Klipper plugin for self-calibrating z-offset
PoseLib / PoseLib
Minimal solvers for calibrated camera pose estimation
lessthanoptimal / BoofCV
Fast computer vision library for SFM, calibration, fiducials, tracking, image processing, and more.
adrida / tracer
Distill your LLM traces into a fast hybrid System 1 models. Open-source ML + LLM inference with calibrated deferral.
cvg / GeoCalib
GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)
gotonote / Autopilot-Notes
自动驾驶笔记，以解析各模块知识点、整合行业优秀解决方案进行阐述，以帮助自己及有需要的读者；包含深度学习、deeplearning、无人驾驶、BEV、Transformer、ADAS、CVPR、特斯拉AI DAY、大模型、chatgpt等内容.
jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
dbrattli / Expression
Functional programming for Python
v-modal / awesome-jev-tools
A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
jarczakpawel / BMCU-C-PJARCZAK
BMCU 370C (Hall) firmware for Bambu Lab A1 / A1 mini / P1S with buffer calibration - all known issues fixed, 100% AMS-compatible behavior.
perpetual-ml / perpetual
Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R
VoidXH / Cavern
Object-based audio engine and codec pack with Dolby Atmos rendering, room correction, HRTF, one-click Unity audio takeover, and much more.
rameau-fr / MC-Calib
A generic and robust calibration toolbox for multi-camera systems
uoftcprg / pokerkit
An open-source Python library for poker game simulations, hand evaluations, and statistical analysis
OmniJev / awesome-jev-gallery
🔥🔥 Awesome Jev: open-source models, projects, benchmarks, and independent evaluations for Jev and System One models.
sutro-sh / jev-align
Build calibrated AI Functions from human feedback using Jev and GEPA.
Heman10x-NGU / openJev-verdict-2.0
Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)
OliverDOU776 / From-Calibrated-Confidence-to-Calibrated-Reliance
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NandhaKishorM / vegaml
Typed decisions from a frozen language model and a small physics engine: calibrated probabilities, conformal sets, 73k context, images.
joeseesun / qiaomu-book-reader-legacy
在 Obsidian 中阅读 EPUB、FB2 与 PDF，划线批注、就地问 AI、笔记回到原文 | Read EPUB/FB2/PDF in Obsidian: highlights, inline AI Q&A, and notes that link back to the source.