Posts by Michael Galarnyk

Neural MMO
07 . 22 . 2021

Best Reinforcement Learning Talks from Ray Summit 2021

An overview of some of the best reinforcement learning talks presented at the second Ray Summit

ML Platform Panel
07 . 20 . 2021

Best Machine Learning Talks from Ray Summit 2021

An overview of some of the best machine learning talks presented at Ray Summit 2021.

Ray Ecosystem
05 . 12 . 2021

The 2021 Ray Community Pulse Survey is Now Open

Calling all Ray users! Take a few minutes to complete the Ray Community Pulse survey to let us know how your use Ray and help guide our roadmap.

How to Speed Up pandas with modin (main image)
03 . 03 . 2021

How to Speed Up Pandas with Modin

The pandas library provides easy-to-use data structures like pandas DataFrames as well as tools for data analysis. One issue with pandas is that it can be slow with large amounts of data. It wasn’t designed for analyzing 100 GB or 1 TB datasets. Fort...

PyTorch + Ray
03 . 02 . 2021

Getting Started with Distributed Machine Learning with PyTorch and Ray

Ray is a popular framework for distributed Python that can be paired with PyTorch to rapidly scale machine learning applications.

02 . 03 . 2021

How to Speed up Scikit-Learn Model Training

This post gives an overview of different ways to speed up your scikit-learn models and discusses some limitations of each approach.