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mq-jonathan-xu's Projects

3d-forest icon 3d-forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment. New version of 3D Forest. Process files with terabytes of data. Edit new point attributes. Simple addition of new features by plugins.

acoustical_monitoring icon acoustical_monitoring

Acoustical monitoring framework for damage detection in concrete structures during earthquakes.

anystructure icon anystructure

ANYstructure is the ultimate steel structure design tool for plate fields and cylinders. Weight optimization for all structures with machine learning capabilities. Calculations are based on DNV standards and rules.

applied-ml icon applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

audiolazy icon audiolazy

Expressive Digital Signal Processing (DSP) package for Python

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-neural-ode icon awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

baseline-lidar-assisted-controller icon baseline-lidar-assisted-controller

Source codes of baseline lidar-assisted controllers (LAC) for bottom fixed and floating turbines. With matlab sample codes to perform OpenFAST simulation with LAC.

bayesreg icon bayesreg

Flexible Bayesian penalized regression modelling

bgcp_imputation icon bgcp_imputation

Bayesian Tensor Decomposition Approach for Incomplete Traffic Data Imputation

ccblade icon ccblade

A blade element momentum method for analyzing wind turbine aerodynamic performance that is robust (guaranteed convergence), fast (superlinear convergence rate), and smooth (continuously differentiable).

checkgp icon checkgp

Robustness guarantees for Gaussian Process

clustering icon clustering

Clustering / Subspace Clustering Algorithms on MATLAB

cointanalysis icon cointanalysis

Python library for cointegration analysis. It carries out cointegration test and evaluates spread between cointegrated time-series based on scikit-learn API.

csml_notes icon csml_notes

UCL MSc Computational Statistics and Machine Learning Revision Notes

csv-parser icon csv-parser

A modern C++ library for reading, writing, and analyzing CSV (and similar) files.

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