genpark-singular-value-decomposition-svd-truncated-skill
Power iteration Truncated SVD for low-rank matrix approximation and latent embeddings
Details
- External ID
- 1392345272
- Source
- GITHUB
- Company
- —
- Product
- genpark-singular-value-decomposition-svd-truncated-skill
- Website domain
- github.com
- Launched
- Sept. 28, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.05976172175249808
- Tags
- agent-skills, data-science, dimensionality-reduction, latent-semantic-analysis, linear-algebra, low-rank-approximation, matrix-factorization, mcp, python-standard-library, singular-value-decomposition, svd
- Fetched at
- Oct. 1, 2026, 1:02 a.m.
- Updated at
- Oct. 1, 2026, 1:02 a.m.
Enrichment
- Theme
- scientific computing and research algorithms
- Vertical
- Horizontal
- Function
- Data infrastructure
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- truncated svd algorithm for low-rank matrix approximation
- Manually corrected
- False
Could you build this?
Yes The power iteration algorithm for truncated SVD is a standard, compact numerical routine easily implemented using NumPy or standard linear algebra libraries within an MCP skill.
Competitors
Other products that read as similar to this one — 846 launches clear the similarity bar, closest 8 shown.
Attention rank: #685 of 847 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
- genpark-eigenvalue-power-iteration-jacobi-skill · github · 2026-09-28 · 7 upvotes · similarity 0.65
- genpark-adamw-decoupled-weight-decay-skill · github · 2026-09-10 · 7 upvotes · similarity 0.60
- genpark-cholesky-decomposition-spd-solver-skill · github · 2026-09-09 · 8 upvotes · similarity 0.56
- genpark-cholesky-decomposition-spd-solver-skill · github · 2026-09-09 · 8 upvotes · similarity 0.56
- TurboQuant for vector search · hn · 2026-03-29 · 89 upvotes · similarity 0.55
- DeepSelect · github · 2026-09-09 · 327 upvotes · similarity 0.55
- genpark-vector-similarity-exact-and-topk-heap-selector-skill · github · 2026-09-29 · 7 upvotes · similarity 0.55
- HyperSAE · hn · 2026-08-19 · 6 upvotes · similarity 0.55
Other launches for this product
Same idea, different domain
Nobody's really built a data infrastructure tool for Media & entertainment yet.