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herolab-uga / ros-network-analysis

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ROS Network Analysis Package: This is a ROS package that provide tools to analyze the wireless network such as the signal quality, latency, throughput, link utilization, connection rates, error metrics, etc., between two ROS nodes/computers/machines.

analysis robotics latency network delay ping ros link wireless throughput performance-analysis wireless-network rssi vehicular-networks utilization signal-quality mobile-robot datarate error-metrics connection-rates
  • Updated Jul 21, 2024
  • Python

SCUS3 / Wage-Regression-Analysis

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This project provides a comprehensive guide to implementing PCA from scratch and validating it using scikit-learn's implementation. The visualizations help in understanding the data's variance and the effectiveness of dimensionality reduction.

python linear-regression scikit-learn feature-engineering support-vector-machines radial-basis-function model-compression pandas-library error-metrics polynomial-kernel model-training-and-evaluation data-loading-and-parsing wage-regression-analysis
  • Updated Jun 6, 2024
  • Python

anvdavy / fcBiasData

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Supplementary materials for the following publication: Davydenko, A., & Goodwin, P. (2021). Assessing point forecast bias across multiple time series: Measures and visual tools. International Journal of Statistics and Probability, 10(5), 46-69. https://doi.org/10.5539/ijsp.v10n5p46

data-visualization forecasting statistical-graphics bias error-metrics forecast-evaluation opc-boxplots opc-diagram avgrel-metrics avgrelmae avgrelame avgrelmse avgrelrmse avgrelamde avgrelme relame relamde few-l1 few-l2 construct-validity
  • Updated Oct 4, 2021
  • R

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