Publications by Timothy Lin
Serverless Machine Learning with R on Cloud Run
One of the main challenges that every data scientist face is model deployment. Unless you are one of the lucky few who has loads of data engineers to help you deploy a model, it’s really an issue in enterprise projects. I am not even implying that the model needs to be production ready but even a seemingly basic issue of making the model and in...
10695 sym R (921 sym/5 pcs) 12 img
Benchmark of popular graph/network packages v2
A revised benchmark of graphs / network computation packages featuring an updated methodology and more comprehensive testing. Find out how Networkx, igraph, graph-tool, Networkit, SNAP and lightgraphs perform Related To leave a comment for the author, please follow the link and comment on their blog: Quasilinear Musings. R-blogge...
624 sym
Benchmark of popular graph/network packages v2
A revised benchmark of graphs / network computation packages featuring an updated methodology and more comprehensive testing. Find out how Networkx, igraph, graph-tool, Networkit, SNAP and lightgraphs perform Related To leave a comment for the author, please follow the link and comment on their blog: Quasilinear Musings. R-blogge...
624 sym
Benchmark of popular graph/network packages v2
This is an update of a benchmark of popular graph / network packages post. This study aims to serve as a starting point for anyone interested in applied graph or network analysis. The featured network packages offer a convenient and standardised API for modelling data as graphs and extracting network related insights. Some common use cases includ...
21757 sym R (447 sym/6 pcs) 12 img