#reproducibility
#reproducibility

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Building Reproducible ML Systems with Apache Iceberg and SparkSQL: Open Source Foundations

Time travel in Apache Iceberg allows users to precisely identify which data snapshot produced exceptional results, eliminating the need to sift through production logs.

Data science

fromRealpython

2 months ago

Episode #253: Starting With Marimo Notebooks & Python App Config Management - The Real Python Podcast

Marimo notebooks provide an innovative approach to interactivity in coding, featuring sandboxing for environment management and enabling reproducibility in sharing notebooks.

Python

OMG science

fromArs Technica

2 months ago

Analysis: Trump's "Gold Standard Science" is already wearing thin

The executive order promotes positive scientific standards but is sensitive to implementation by authorities.

Data science

fromHackernoon

1 year ago

From Prototype to Promise: MaRDIFlow Charts the Future of Math Computing | HackerNoon

MaRDIFlow enhances reproducibility in scientific computing through automated metadata management in computational workflows.

Python

fromRealpython

3 months ago

Episode #249: Going Beyond requirements.txt With pylock.toml and PEP 751 - The Real Python Podcast

PEP 751 introduces a new standardized file format for recording Python dependencies, emphasizing project reproducibility.

fromNature

3 months ago

Daily briefing: Fibromyalgia eases after doses of gut microbes

Fourteen women with fibromyalgia received an experimental therapy involving gut bacteria from healthy women, finding that most experienced symptom improvements in pain, anxiety, and sleep.