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How to Use pandas DataFrames in Python to Analyze and Manipulate Data

pandas is a Python module that's popular in data science and data analysis. It's offers a way to organize data into ...
IEEE

An Adaptive Sparse Graph Learning Method Based on Digital Twin Dictionary for Remaining Useful Life Prediction of Rolling Element Bearings

Abstract: The remaining useful life (RUL) prediction of rolling element bearings is usually subject to the following limitations. First, it is difficult to obtain the massive performance degradation ...
IEEE

A Federated Dictionary Learning Method for Process Monitoring With Industrial Applications

Abstract: Edge computing is an indispensable technology in the Industry 4.0 era. The data are stored at the edge and transmission is prohibited due to concerns about data privacy. Thus, the ...

Future Bug Education: Analyzing Python Data Model: From Special Methods to Ecological Cornerstone

The core of the Python data model architecture is special methods (also known as "magic methods"). These methods, which start and end with double underscores, such as __init__, __getitem__, and __len_ ...
GitHub

A Python-Based wrapper for the NASA CEA Thermochemical Code

As of version 2.0, making a portable installation is even easier! This will initialize CEA to set itself up without accessing user's program files or app data folders for storing assets. Simply set ...
GitHub

GPU-accelerated Finite Element Method using Python and CUDA

This repository includes the work done within the course TRA105 - GPU-accelerated Computational Methods using Python and CUDA, held at Chalmers University. The main contributions are given by Stefano ...