Predicting software stack issues in Tensorflow – Bc. Tomáš Janíček
Bc. Tomáš Janíček
Bachelor's thesis
Predicting software stack issues in Tensorflow
Predicting software stack issues in Tensorflow
Abstract:
Projekt Thoth vytvára odporúčania softvérových balíkov pre Python. Python sa stáva integrálnou časťou pre vedcov pracujúcich v oblasti strojového učenia. Thoth agreguje informácie o populárnych balíkoch strojového učenia v jazyku Python. Táto práca vytvára dva prediktívne modely schopné tieto informácie využiť na odhalenie vzorcov spôsobujúcich problémy v balíkoch a na prognózu, ktoré balíky vôbec …moreAbstract:
Project Thoth is a recommendation engine for Python software stacks. As Python is becoming de-facto language of choice for many data scientists and machine learning engineers, Thoth aggregates information about popular Python machine learning and data science packages. This thesis creates two predictive models capable of using Thoth’s knowledge database to spot patterns causing issues in software stacks …more
Language used: English
Date on which the thesis was submitted / produced: 25. 5. 2021
Identifier:
https://is.muni.cz/th/cntbb/
Thesis defence
- Date of defence: 28. 6. 2021
- Supervisor: doc. RNDr. Tomáš Brázdil, Ph.D.
- Reader: RNDr. Lukáš Hejtmánek, Ph.D.
Citation record
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsBachelor programme / field:
Applied Informatics / Applied Informatics
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