Come join us for the first ever R-themed Brew and View! We are going to curate a few of our favorite talks into 20 minute clips, and then highlight key points and discuss afterward.
仓库
szilard 的仓库
Homepage of the 2018 event
List of talks from the Data Science Track of Big Data Day LA 2015 (annual free conference)
Contents from the Real Data Science USA (formerly LA Data Science) Meetup
Advanced GBM Workshop - Budapest, Nov 2019
GBM intro talk (with R and Python code)
The Effect of the Linux Kernel Page-Table Isolation (KPTI) Patch (Meltdown Vulnerability) on GBMs
GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems
Performance of various open source GBM implementations
Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
Code (and other materials) for an introductory talk/workshop on GBMs (developed originally for an R-Ladies Meetup)
Compare the scoring speed of several open source machine learning libraries.
Machine Learning in Production in 1 Slide
An R interface for MySQL
A curated list of gradient boosting machines (GBM) resources
awesome autoresearch list