Jev vs. ML

What Jev does in Jev vs. ML

The project describes itself this way: Compares a typed decision model with classical classification pipelines across eight datasets, with a published protocol and an interactive report. In the Community additions category, Jev typically decides a single well-defined judgment, such as a label, a score or a yes/no check.

Verification

Verified. We confirmed this repository and its Jev relevance through the GitHub API and the source lists below. A specific file link has not been recorded yet.

How Community additions projects use Jev

Projects added from community lists and direct submissions. Many are small, single-purpose experiments, which makes them some of the easiest places to see how a Jev question is framed in real code.

Related Jev projects in Community additions

1. Jev Directoryeveryai-com/jev-directoryRunnable evals and community builds, also served to agents as an MCP server and an `llms.txt` index.★ 13
   HTML
2. jev-rerankerhotchpotch/jev-rerankerRetrieval and RAG: uses Jev Noul judgments to assess retrieved documents for relevance and usefulness as answer evidence, then sorts results and optionally filters them using a configurable threshold.★ 13
   Python
3. Jev Tetristrungdq88/jev-tetrisTwo models play Tetris on a shared seeded piece sequence under the same clock; a piece that lands before the answer arrives locks where it fell. No licence file.★ 13
   JavaScript
4. hunchcarldaws/hunchRuby ecosystem: turns judgment calls into control flow — `if Hunch.likely?("fraudulent", given: order)` reads like plain Ruby but branches on a typed Jev answer, with `pick` for Choice, `rate` for Score, and graded predicates from `possibly?` to `definitely?`.★ 14
   Ruby
5. FastJevchengyongru/fastjevLocal runtime: self-hosted Python SDK and System One-compatible API for runtime-defined `Choice`, `Boolean`, and `Score` decisions on pinned open models across Torch, vLLM, MLX, llama.cpp, and WebGPU, with committed row-level benchmarks and checksums.★ 12
   Python
6. jev-ultralightspeedcollapseindex/jev-ultralightspeedPacks many items into one Jev request for bulk classification. If any item in a pack comes back unanswered it raises and names the item rather than returning a partial result.★ 12
   Python

See all 156 Community additions projects →

Where we found it

• MrJev/awesome-jev