Lynx Roundup, October 6th 2020

Lynx Roundup, October 6th 2020

Independently reproducible machine learning! The future of machine learning will include a lot less engineering! Clean Python for data scientists!

Matthew Alhonte
Matthew Alhonte
FPGA Inroads to Convolutional Neural Networks
Quantifying Independently Reproducible Machine Learning
Many warn that Artificial Intelligence has a serious reproducibility crisis, but is it so? Some conclusions from the author’s experience trying to replicate 255 papers.
The Future of Machine Learning Will Include a Lot Less Engineering - KDnuggets
Despite getting less attention, the systems-level design and engineering challenges in ML are still very important — creating something useful requires more than building good models, it requires building good systems.
biocore-ntnu/ncls
The Nested Containment List for Python. Basically an immutable interval-tree that is silly fast for both construction and lookups. - biocore-ntnu/ncls
Down with technical debt! Clean Python for data scientists.
Data science teams tend to pull in two competing directions. On one side there’s the data engineers who value highly reliable, robust code which carries low technical debt. On the other, there are…
Roundup

Matthew Alhonte

Supervillain in somebody's action hero movie. Experienced a radioactive freak accident at a young age which rendered him part-snake and strangely adept at Python.