Semantic Scholar Open Access 2021 167 sitasi

Jupyter: Thinking and Storytelling With Code and Data

B. Granger Fernando Pérez

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Abstrak

Project Jupyter is an open-source project for interactive computing widely used in data science, machine learning, and scientific computing. We argue that even though Jupyter helps users perform complex, technical work, Jupyter itself solves problems that are fundamentally human in nature. Namely, Jupyter helps humans to think and tell stories with code and data. We illustrate this by describing three dimensions of Jupyter: 1) interactive computing; 2) computational narratives; and 3) the idea that Jupyter is more than software. We illustrate the impact of these dimensions on a community of practice in earth and climate science.

Topik & Kata Kunci

Computer Science

Penulis (2)

B. Granger

Fernando Pérez

Format Sitasi

APA MLA BibTeX

Granger, B., Pérez, F. (2021). Jupyter: Thinking and Storytelling With Code and Data. https://doi.org/10.1109/MCSE.2021.3059263

Akses Cepat

Lihat di Sumber doi.org/10.1109/MCSE.2021.3059263

Informasi Jurnal

Tahun Terbit: 2021
Bahasa: en
Total Sitasi: 167×
Sumber Database: Semantic Scholar
DOI: 10.1109/MCSE.2021.3059263
Akses: Open Access ✓