An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries
Author:
Affiliation:
1. Vrije Universiteit Amsterdam, Netherlands
2. Computer Science, Vrije Universiteit Amsterdam, Netherlands
Funder
European Cooperation in Science and Technology
Individual Travel Grant of the Amsterdam University Fund
Dutch Prize for ICT Research
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3661167.3661203
Reference14 articles.
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2. Green AI
3. Pramod Gupta and Anupam Bagchi. 2024. Introduction to Pandas. Springer Nature Switzerland, Cham, 161–196.
4. Cliff´s Delta Calculator: A non-parametric effect size program for two groups of observations
5. A framework for the automatic execution of measurement-based experiments on Android devices
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