~/talk

Loom and Graphs in Clojure

Talkat Clojure/West 2014 · 2014-03-24..03-26· [clojure, data-visualization]
slides:none on file

Loom is a Clojure graph library that implements many algorithms (DFS/BFS, topological sort, Bellman-Ford implementation and a shortest‑path pair) using an adjacency-list representation, plus graph visualization. Examples convert SSA program blocks to Loom, export Titan/Titanium-backed graph DBs, and analyze dependency graphs from 10,000 GitHub repos (dataflow analysis runs well under a minute). Integrations shown: Titanium integration for graph databases and core.async to visualize the go state machine. It works but some algorithms require the whole graph in memory and need more performance and tests.

AI-written summary · about

  1. 0:00Intro
  2. 1:12Loom Overview: Supported Graphs
  3. 1:41Loom Overview: Graph Algorithms * DFS/BFS (+ bidirectional)
  4. 3:31Loom Overview: Visualizing Graphs
  5. 3:57Graph API: Representations
  6. 6:55Graph API: Graph
  7. 8:41Graph API: Complex Graphs
  8. 11:46Bellman-Ford
  9. 17:57loom.alg-generic
  10. 19:07Your Graphs in Loom
  11. 19:45SSA Loom
  12. 24:04Titanium Loom
  13. 25:29Data Flow Analysis Framework
  14. 27:10Github: Clojure Repos + Relations
  15. 30:33Loom's Vision
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