paco xander nathan

use a Make file for build process

1

We need to move the execution of CLI scripts used to build the documentation into a Make file. Wise suggestion from @louisguitton:

@Ankush-Chander @louisguitton @dvsrepo @jake-aft: here's a quick note about a potential integration or enhancement, related to #78 With the *textrgraph* family of algorithms, we can augment their ability for phrase...

Could an integration with VerbNet help augment the graph? In other words, identifying metanyms for verb relations, in a way similar to what's performed for nouns? -

Let's add a `this` poem

3

Let's add a `this` poem, it's a good trend:

Update support for RAPIDS

2

From @charlesvardeman: So @ceteri, I think that you are correct on the RAPIDS release selector. We have RAPIDS installed on a development node of our gpu cluster using the following...

UML support

3

Provide support for working with UML diagrams as graphs, e.g., applying inference, shape constraints, probabilistic rules, etc. These are the approximate steps to follow: 1. Identify a reasonably small UML...

KGE and GNN - support and examples

5

Add support for *knowledge graph embedding* (KGE), to build on the `UMAP` example, based on `DeepWalk`, `node2vec`, etc., used to handle the semantic tagging of the full recipe dataset. Depends...

Let's show some examples of integration with `kgextension` https://kgextension.readthedocs.io/en/latest/ Could be another notebook added to the tutorial. Where it fits, we might also integrate as a dependency?

Integrate `pgmpy` for Bayesian networks capabilities

6

Integrated [`pgmpy`](https://pgmpy.org/) for *statistical inference* in [Bayesian networks](https://en.wikipedia.org/wiki/Bayesian_network). Depends on: #26

Extend the recipes tutorial to illustrate use of `UMAP` and `HDBSCAN` based on 250K recipes x 14K ingredients * * * discuss *persistent homology* and *simplicial complexes* based on ["How...