• Suche: Machine Learning and Data Science with Python

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1

Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications
author author Castro, Bruneau, Sottet, Oscar Pierrick Jean-Sébastien ; Torregrossa, Dario ; author author
ACM Computing Surveys. 56(3):1-30

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3

Identifying Multi-parameter Constraint Errors in Python Data Science Library API Documentation
Xu, Xiufeng ; Xie, Fuman ; Zhu, Chenguang ; et al.
Proceedings of the ACM on Software Engineering. 2(ISSTA):1536-1558

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4

Boa meets python : a boa dataset of data science software in python language
Biswas, Sumon ; Islam, Md Johirul ; Huang, Yijia ; et al.
Proceedings of the 16th International Conference on Mining Software Repositories. :577-581

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6

Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science
Ordonez, Carlos ; Varghese, Robin ; Phan, Nguyen ; et al.
Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics. :1-8

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7

Experimental Design for Data Science and Engineering
Joseph, V. Roshan

computer experiments Gaussian process modelin... Design of Experiments uncertainty quantificati... Monte Carlo simulation sensitivity analysis …
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8

Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
Olson, Randal S. ; Bartley, Nathan ; Urbanowicz, Ryan J. ; et al.
Proceedings of the Genetic and Evolutionary Computation Conference 2016. :485-492

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9

Extending Tree-Based Automated Machine Learning to Biomedical Image and Text Data Using Custom Feature Extractors
Kumar, Rachit ; Romano, Joseph ; Ritchie, Marylyn ; et al.
Proceedings of the Companion Conference on Genetic and Evolutionary Computation. :599-602

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10

AsaPy: A Python Library for Aerospace Simulation Analysis
Dantas, Joao P. A. ; Silva, Samara R. ; Gomes, Vitor C. F. ; et al.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. :15-24

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11

Data science essentials advanced algorithms and visualizations
Packt Publishing, production company. ; Heppenstall, Todd, speaker. ; Boschetti, Alberto, author. ; et al.

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12

Assessment of Machine Learning Security: The Case of Healthcare Data
Manasrah, Anood ; Alkayem, Aisha ; Qasaimeh, Malik ; et al.
International Conference on Data Science, E-learning and Information Systems 2021. :91-98

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13

Vamsa: Automated Provenance Tracking in Data Science Scripts
Namaki, Mohammad Hossein ; Floratou, Avrilia ; Psallidas, Fotis ; et al.
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. :1542-1551

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14

Pynblint : a static analyzer for Python Jupyter notebooks
Quaranta, Luigi ; Calefato, Fabio ; Lanubile, Filippo
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI. :48-49

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15

Enhancing Software Quality: Python Code Smell Detection using Machine Learning techniques and Refactoring Long Methods using Extract Method Algorithm
Uddin, Mohammed Sharraf ; Knobo, Kazi Zunayed Quader ; Ferdoshi, Jannatul ; et al.
Proceedings of the 2024 10th International Conference on Robotics and Artificial Intelligence. :93-102

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16

Introduction to Data Science Using Python
Agah, Afrand, author

Computer Science Textbooks
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17

DataChat: An Intuitive and Collaborative Data Analytics Platform
John, Rogers Jeffrey Leo ; Bacon, Dylan ; Chen, Junda ; et al.
Companion of the 2023 International Conference on Management of Data. :203-215

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18

Automatically Fixing Breaking Changes of Data Science Libraries
Mitchell, Hailie
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering. :1-3

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19

Entity Matching Meets Data Science : A Progress Report from the Magellan Project
Govind, Yash ; Konda, Pradap ; Suganthan G.C., Paul ; et al.
Proceedings of the 2019 International Conference on Management of Data. :389-403

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20

Practical Machine Learning
Nyamawe, Ally S. ; Mjahidi, Mohamedi M. ; Nnko, Noe E. ; et al.

Ethics pre-processing data collection hyperparameter optimizat... data cleaning programming …
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