Machine Learning

January 14, 2020

[D] Our experiences moving GPU-based models to GKE

We recently started an engineering blog at Papercup. One of the first pieces of content we wrote about is our experiences moving our models to GKE, […]

January 14, 2020

[D] What kind of documentation process should be followed for ML Models?

I'm looking for a standard documentation process for ML Models that covers all phases from Design to Deployment. Please share your best practices and any templates […]

January 14, 2020

[D] What are the best libraries/frameworks for organizing/controlling code modules for machine learning pipelines?

I found this https://github.com/pditommaso/awesome-pipeline Which is a list of libraries/frameworks for python pipelines. I am wondering if there any particular which are good for machine learning. […]

January 15, 2020

[D] Metric for LSA Model

I have a LSA model trained on a few million of large documents. For some input query, it returns the top 'N' most relevant terms. Is […]