jovo wishlist

[jovo]

Q2 2017

• [x] ase/laplacian supporting directed/undirected, etc.
• [x] LOL
• [ ] semipar (https://arxiv.org/abs/1403.7249) @youngser
• [ ] idt (https://github.com/youngser/behaviotypes/blob/master/doidt.r) @mrae working on this code
• [ ] RF (people have parallelized, see parRF_t)
• [ ] xgboost (already parallelized, lets look at that)
• [ ] mgc
• [ ] gmm (mclust, the scikit learn ones)
• [ ] joint embedding (needs a little help from @shangsiwang)
• [ ] discriminability/reliability
• [ ] nonparametric graph testing (https://arxiv.org/abs/1409.2344) @youngser
• [ ] LLG (https://arxiv.org/abs/1609.01672) @runzetang
• [ ] randomized svd

2017

• [ ] fast approximate kNN
• [ ] graph topology vs attributes

priority 2

• [ ] LSGM
• [ ] omniA
• [ ] HSBM (R code exists, @youngser & @mrae have it)

other stuff

• [ ] fJOFC
• [ ] CASC
• [ ] nmf
• [ ] robust LLG* (runze, dpmcsuss)
• [ ] signal subgraph testing* (shangsi, cencheng)
• [ ] subspace clustering* (leo)
• [ ] graph testing with fixed degree* (zeinab, avanti, joe)