szilard repositories

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.

Last commit Nov 21, 2018

Homepage of the 2018 event

Last commit Apr 11, 2018

List of talks from the Data Science Track of Big Data Day LA 2015 (annual free conference)

Last commit Jan 24, 2016

Contents from the Real Data Science USA (formerly LA Data Science) Meetup

Last commit Jul 5, 2021

Advanced GBM Workshop - Budapest, Nov 2019

Last commit Nov 18, 2019

GBM intro talk (with R and Python code)

Last commit May 6, 2021

The Effect of the Linux Kernel Page-Table Isolation (KPTI) Patch (Meltdown Vulnerability) on GBMs

Last commit Jan 10, 2018

GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems

Last commit May 13, 2018

Performance of various open source GBM implementations

Last commit Feb 17, 2026

Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions

Last commit Sep 11, 2017

Code (and other materials) for an introductory talk/workshop on GBMs (developed originally for an R-Ladies Meetup)

Last commit Jun 10, 2018

Last commit Jan 7, 2015

Compare the scoring speed of several open source machine learning libraries.

Last commit Jun 19, 2017

Machine Learning in Production in 1 Slide

Last commit May 17, 2017

An R interface for MySQL

Last commit Mar 13, 2015

Last commit Aug 1, 2021

Last commit Nov 6, 2015

A curated list of gradient boosting machines (GBM) resources

Last commit Apr 29, 2019

awesome autoresearch list

Last commit Apr 23, 2026

Last commit Aug 13, 2015