Open Source Archives

Regression Blog 2: We’re Practically Giving These Regressions Away

Modeling Open Source rapids regression XGBoostposted by RAPIDS October 11, 2019

When I heard that they would be releasing Pumpkin Spice Spam, I thought of regression. This might seem like a leap, but bear with me. In the U.S. in the last few years, hearing news reports of unusual Pumpkin Spice flavored products means the unofficial end of... Read more

Parallelizing Custom CuPy Kernels with Dask

Modeling dask Open Sourceposted by RAPIDS October 9, 2019

Summary Some time ago, Matthew Rocklin wrote a post on Numba Stencils with Dask, demonstrating how to use them for both CPUs and GPUs. This post will present a similar approach to writing custom code, this time with user-defined custom kernels in CuPy. The motivation for this post comes from... Read more

Machine Learning for Continuous Integration

Blogs from ODSC Speakers Conferences Featured Post Machine Learning Modeling continuous integration Open Data Open Sourceposted by ODSC Team September 16, 2019

Editor’s Note: Andrea Frittoli and Kyra Wulffert are presenting their talk“Machine Learning for Continuous Integration” at ODSC 2019 Europe. Continuous Integration and Data As more applications move to a DevOps model with CI/CD pipelines, the testing required for this development model to work inevitably generates lots... Read more

RAPIDS cuGraph

Modeling Predictive Analytics graph analytics Open Source rapidsposted by RAPIDS July 8, 2019

The Data Scientist has a collection of techniques within their proverbial toolbox. Data engineering, statistical analysis, and machine learning are among the most commonly known. However, there are numerous cases where the focus of the analysis is on the relationship between data elements. In those cases,... Read more

Quansight: Connecting the Open Source Coder Community and Industry Together

Modeling Interview Open Sourceposted by Alex Landa, ODSC January 16, 2019

Below is an interview with Travis Oliphant of Quansight, a platform designed to connect the open source coder community and companies all in the name of open data. 1) Tell me about your background. What... Read more

Open Source is one of the engines of the world’s economy and culture. Its next iteration will be bigger.

Business + Management Technology Open Sourceposted by Marcelo Rinesi November 29, 2017

Once upon a time, the very concept of Open Source was absurd, and only its proponents ever thought it could be other than marginal. Important software could only be built and supported by sophisticated businesses, an expensive industrial component whose blueprints — the source code — was extremely... Read more

2017 ODSC West Data Science Award: pandas

Conferences Python Tools & Languages Open Sourceposted by ODSC Team November 15, 2017

The ODSC team was delighted to present the second Outstanding Data Science Project Award to ‘Pandas’ at ODSC West on November 3rd. Why ODSC is gives these awards… Most data scientists/developers use an open source language, tool, software or platform daily. All of these resources... Read more

An Open Source Triple Feature

Blog Modeling Open Sourceposted by Hack_secure May 29, 2017

Editor’s note: The following three experts shared their industry insight at OpenSec2017. Jen Andre, founder and CEO of Komand. At Komand, Jen empowers security teams to focus on efficient incident response and decision making by offering the automation of manual tasks, and a space to... Read more