Dr. Ray Bell
Data Scientist at Royal Caribbean. Ex-climate scientist. Ex-metocean engineer. All views are my own.
Last synced from Twitter 126d ago
Anaconda | Sustaining the open-source DS/ML ecosystem with the…
Sustaining the open-source DS/ML ecosystem with the Anaconda Dividend Program
Scientific Collaboration and Project Management in GitHub
This short blog post is a technical followup to a post from earlier this year:
Design Principles of Distributed Systems with Dask and PySpark
Holden Karau discusses the design of Dask, how it compares to PySpark, and why these tradeoffs were chosen.
Kubeflow For Machine Learning: From Lab To Production
<div><p>If you’re training a machine learning model but aren’t sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model’s lifecycle, from data exploration,...
State of the art NLP at scale with RAPIDS, HuggingFace and Dask
See how to build end-to-end NLP pipelines in a fast and scalable way on GPUs — from feature engineering to inference.
Anaconda | Working with Data in the Cloud
Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities.
climpred: verification of weather and climate forecasts
On October 13th, climpred released version 2.1.1, after recently joining the pangeo-data Github organization. Here, we introduce climpred…
Organized and hyperlinked index to every module, function, and class in the Python standard library
Organized and hyperlinked index to every module, function, and class in the Python standard library - py.md
carlomazzaferro/scikit-hts
Hierarchical Time Series Forecasting with a familiar API - carlomazzaferro/scikit-hts
Dr. Ray Bell
Another day, another package that has built in support for @dask_dev
140d
Sklearn pipeline keep in ID column untouched
I'm trying to deploy my different pipelines all in one with features union, everything works except one problem.
In my DataFrame I have a column ID, that I want to keep untouched through all the pi...
climpred: verification of weather and climate forecasts
On October 13th, climpred released version 2.1.1, after recently joining the pangeo-data Github organization. Here, we introduce climpred…
Ray Bell - az
Dr. Ray Bell
az: a new protocol to interact with @Azure using the #PyData stack sites.google.com/view/raybellwa…. You can use it with @dask_dev today and @pandas_dev soon. My small contribution is built upon the significant work done by @martin_durant_ and Greg Hayes
144d
Ray Bell, Ph.D., PMP posted on LinkedIn
Dr. Ray Bell
xskillscore has moved to @xarray_dev-contrib. Thanks for helping with the migration @rileyxbrady @benbovy. I wrote some thoughts on this over at LinkedIn: linkedin.com/posts/ray-bell… pic.twitter.com/RrHdk81wYg
150d
Europe is building a ‘digital twin’ of Earth to revolutionize climate forecasts
Ingesting more data than ever, exascale model will simulate the impact of climate change on humans
Coiled: Dask for Everyone, Everywhere
Data scientists increasingly solve large machine learning and data problems with Python. But historically Python struggled with parallel…