UMAP 0.6 optimizers resolve finer structure, beat 0.5 neighborhood accuracy
leland_mcinnes · x · 2026-11-11
The new UMAP 0.6 optimizers resolve structure at much finer scales and significantly improve neighborhood accuracy over UMAP 0.5 — while being faster.
Related event: UMAP 0.6 released: 3M arXiv papers in under 5 minutes(13 posts)→
More from Research
- CypherGuard fixes structurally wrong LLM Cypher queries, hitting 88.5% on CypherBench — JeremyCMorgan · 2026-11-12
- PufferLib 5.0 trains a Rubik's Cube solver at 8.8M SPS on a single 12GB GPU — haydendevs · 2026-11-11
- 10-line deterministic polynomial-time primality test relies on OpenAI's recent quasi-GRH result, making AKS obsolete — fortnow · 2026-11-11
- WSP Weight Edits Shown Equivalent to Constrained Activation Steering on Qwen — kastnerkyle · 2026-11-11
- codec.audio benchmarks neural audio codecs on noisy in-the-wild speech; MOSS tops — kastnerkyle · 2026-11-11
- Sparse Rewiring owl-persona eval vs full SFT released with weights, data, code — maxsloef · 2026-11-11