graphinius

graphinius copied to clipboard

- [x] remove duplicates but add a counter so we have a notion of the 'strength' of elements - [x] test input conversion - [x] add tests for set item...

cassinius

Move / add local clustering coefficient into BaseNode class?

1

cassinius

Define and implement community detection algorithms

1

Preliminary: - [ ] Define algorithms to implement - [ ] Write interfaces / classes - [ ] Write standard test cases Implement: - [ ] Disjoint Set (Or Union-Find)...

cassinius

since k-step expansion on Sets seems to get REALLY slow as the periphery expands...

cassinius

- [ ] research recommender loss functions & produce md / latex overview - [ ] implement & test relevant (graph-based) losses - [ ] research recommender metrics & produce...

cassinius

Input: - [ ] Neo4j - [ ] Grakn.ai Output (really?): - [ ] Neo4j - [ ] Grakn.ai

cassinius

Define a standard PageRank result struct

2

Re-write Pagerank RandomWalk (maybe kick out Gauss...) to return measures that will allow iNodis to conduct performance scenarios

cassinius

improvements to typed traversals

1

- [ ] target specific node types only - [x] expand on a specific subset of nodes (type e.g.) - [x] periphery @ k - [x] k-expand - [x] for...

cassinius

node & edge "binning"

1

I many algorithms, we check for all possible combinations of edges or nodes, even though only the immediate neighborhood contains interesting objects. - [ ] define a neighborhood metric -...

cassinius

- [ ] construct new graph of only certain node / edge types - [ ] delete / de-activate certain node / edge types - [ ] introduce new data...

cassinius