Open Sourcing Metaflow, Netflix’s Machine Learning Platform
by David Berg, Ravi Kiran Chirravuri, Romain Cledat, Savin Goyal, Ferras Hamad, Ville Tuulos…
Read more »Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power?
Research in machine learning (ML) has primarily argued that models trained on incomplete or biased datasets can lead to discriminatory outputs. In this commentary, we propose moving the research focus beyond bias-oriented framings by adopting a power-awar…
Read more »Machine Learning Hyperparameter Optimization with Argo
How the hyperparameters of our machine learning models are tuned at Canva…
Read more »Scoping a Machine Learning Project
The most important step for a successful ML project…
Read more »Machine Learning Hyperparameter Optimization with Argo
How the hyperparameters of our machine learning models are tuned at Canva…
Read more »Quickly Annotate Your Machine Learning Dataset with One Weird Trick (It’s Lisp)
TL;DR – I wrote annotation-mode, which is a emacs minor mode for annotating text documents for machine learning purposes. Recently at work I had to annotate some text documents for a piece of NLP work. The annotation involves marking regions of the text …
Read more »Cog: Containers for Machine Learning
Containers for machine learning. Contribute to replicate/cog development by creating an account on GitHub.
Read more »Machine Learning Algorithm Revolutionizes How Scientists Study Behavior
B-SOiD is an open source, unsupervised algorithm that can discover and identify behaviors without user input.
Read more »Webinar: Search Query Expansion Using NLP and Machine Learning
Enterprise Search for complex technical disciplines remains a major challenge. The tools that work so well in web search – social clues, inbound links, and s…
Read more »Machine Learning Algorithm Revolutionizes How Scientists Study Behavior
B-SOiD is an open source, unsupervised algorithm that can discover and identify behaviors without user input.
Read more »