deepopen-com/deepopen

非自回归System 1决策引擎，专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.

Language modelsPython

4.9 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score. Star growth looks organic. Data as of September 22, 2026, 08:48 UTC.

Open on Seismograph Open on GitHub

About the project

Open-source non-autoregressive System 1 decision engine for typed decisions: returns typed answers (choice, score, noul) in a single forward pass across 100+ languages without generating text. Suited for classification, routing and scoring with low latency.

Useful for

Classify incoming tickets by department and urgency without LLM generation
Score churn risk from a support message in any language
Validate a document or JSON state against predefined typed decisions

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

29 stars so far today, about 102 expected by the end of the day.
The spike has held for 2 days in a row — not a one-off blip.
The repository is 1 day old and already has 168 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #113.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 168
Today: 29 · ≈ 102 by evening
Forks: 1
Issues and pull requests: 6
Watchers: 1
Language: Python
License: Apache-2.0
Created: September 21, 2026
Last push: September 22, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 22, 2026Top new repositories this week: #113

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/deepopen-com/deepopen.svg?lang=en)](https://gitnova.dev/en/r/deepopen-com/deepopen)

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