• Suche: Python Machine Learning Case Studies

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41

scValue: value-based subsampling of large-scale single-cell transcriptomic data for machine and deep learning tasks Open Access.
Huang, Li ; Gong, Weikang ; Chen, Dongsheng
Briefings in Bioinformatics. May2025, Vol. 26 Issue 3, p1-15. 15p.

MACHINE learning GINI coefficient PYTHON programming langu... CELL analysis RANDOM forest algorithms DEEP learning
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42

A novel type of neural networks for feature engineering of geological data: Case studies of coal and gas hydrate-bearing sediments
Jiang, Lishuai ; Zhao, Yang ; Golsanami, Naser ; et al.
In Geoscience Frontiers September 2020 11(5):1511-1531

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43

Big biomedical data analytics and knowledge data discovery in support of cancer progress prognostics.
Borovska, Plamenka ; Ivanova, Desislava
AIP Conference Proceedings; 2025, Vol. 3182 Issue 1, p1-6, 6p

DATA mining DATA analytics MACHINE learning DIGITAL technology CANCER case studies
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44

Python-based deep learning for optimizing thermal performance of Prandtl-Eyring hybrid nanofluids in solar systems
Nidhal Ben Khedher ; Bouthaina Dammak ; Zahoor Shah ; et al.
Case Studies in Thermal Engineering, Vol 73, Iss , Pp 106717- (2025)

Hybrid nanofluids Artificial intelligence Deep learning Neural networks Solar energy application... Magnetohydrodynamics …
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45

Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python
Reed, James K. ; DeVito, Zachary ; He, Horace ; et al.

Computer Science - Machi...
Report
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46

HYBpy: A web-based framework for hybrid modeling of biological systems
Pedreira, José ; Pinto, José ; Gonçalves, Daniel ; et al.
In Digital Chemical Engineering December 2025 17

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47

A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network
Nascimento, Renato G. ; Fricke, Kajetan ; Viana, Felipe A.C.
In Engineering Applications of Artificial Intelligence November 2020 96

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50

A generalized framework for integrating machine learning into computational fluid dynamics
Sun, Xuxiang ; Cao, Wenbo ; Shan, Xianglin ; et al.
In Journal of Computational Science October 2024 82

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51

Ark: An Open-source Python-based Framework for Robot Learning
Dierking, Magnus ; Mower, Christopher E. ; Das, Sarthak ; et al.

Robotics Artificial Intelligence Machine Learning
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52

Mixed-Integer Optimization with Constraint Learning.
Maragno, Donato ; Wiberg, Holly ; Bertsimas, Dimitris ; et al.
Operations Research. Mar/Apr2025, Vol. 73 Issue 2, p1011-1028. 18p.

SCHOLARSHIPS DECISION trees ENSEMBLE learning MACHINE learning MULTILAYER perceptrons
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53

Teaching Data Science through an Interactive, Hands-On Workshop with Clinically Relevant Case Studies
Alvin D, Jeffery ; Patricia, Sengstack
Applied Clinical Informatics. 15:1074-1079

03 medical and health sc... 0302 clinical medicine Teaching 4. Education Data Science 0202 electrical engineer... …
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54

Co-optimization of Demand Response Aggregators and distribution system operator for resilient operation using machine learning based wind generation forecasting: A bilevel approach
Aghdam, Farid Hamzeh ; Zavodovski, Aleksandr ; Adetunji, Adeleye ; et al.
In International Journal of Electrical Power and Energy Systems March 2025 164

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55

A comparative analysis of GPUs, TPUs, DPUs, and QPUs for deep learning with python.
Allali, Ayoub ; El Falah, Zineb ; Sghir, Ayoub ; et al.
Indonesian Journal of Electrical Engineering & Computer Science; May2025, Vol. 38 Issue 2, p1324-1330, 7p

GRAPHICS processing unit... HETEROGENEOUS computing ELECTRONIC data processi... PROGRAMMING languages DEEP learning SOFTWARE development too...
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56

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57

Intelligent control of combined sewer systems using PySWMM—A Python wrapper for EPA’s Stormwater Management Model
Tryby, M.E. ; Buahin, C.A. ; McDonnell, B.E. ; et al.
In Environmental Modelling and Software August 2024 179

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58

DeepBridge: A Unified and Production-Ready Framework for Multi-Dimensional Machine Learning Validation
Haase, Gustavo Coelho ; da Silva, Paulo Henrique Dourado

Machine Learning Applications
Report
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59

Machine Learning Course: A 15-Week Interactive Curriculum with Code and Case Studies
Khosravi, Pegah
Open Educational Resources

Machine Learning Deep Learning AI Education Google Colab Jupyter Notebooks Transformers …
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60

Data-Driven Investment Strategies for Peer-to-Peer Lending: A Case Study for Teaching Data Science
Maxime C. Cohen ; Kevin Jiao ; Foster Provost ; et al.
Big Data

Machine Learning 0209 industrial biotechn... Data Science Organizational Case Stud... 0502 economics and busin... 05 social sciences …
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