Data and code for the paper "Coherent streamflow variability in Monsoon Asia over the past eight centuries---links to oceanic drivers"
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Dec 4, 2020 - R
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linear-dynamical-systems
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Streamflow reconstruction using linear dynamical system
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Sep 6, 2022 - R
matlab code for exponential family harmoniums, RBMs, DBNs, and relata
particle-filter expectation-maximization restricted-boltzmann-machine rbm brain-computer-interface bmi deep-belief-network efh refh exponential-family-harmonium bmi-decoding-algorithms linear-dynamical-systems rtrbm backprop-through-time brain-machine-interface
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Nov 9, 2018 - MATLAB
Implementing (in Python) and performing ablation studies for Chen and Poor's algorithm for learning mixtures of linear dynamical systems.
machine-learning clustering mixture-model clustering-algorithm linear-dynamical-systems mixture-models
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Sep 23, 2024 - Jupyter Notebook
Bachelor project: "Stability of linear dynamical systems and application to Lotka-Volterra equations and epidemiology"
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Jan 29, 2023 - TeX
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Feb 15, 2019 - MATLAB
Tools for using motion primitives like Dynamic Motion Primitives or Differentiable Linear Dynamic Systems in PyTorch.
robotics planning linear-dynamical-systems dynamic-motion-primitives cross-entropy-method motion-primitives motion-prior cross-entropy-method-pytorch
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Feb 16, 2024 - Python
Data and code to reproduce the Ping River reconstruction paper (Nguyen and Galelli, 2018)
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Jun 21, 2020 - R
Digital and Analog Control for Dynamic Systems. Analysis, Design and Simulation
control-systems linear-dynamical-systems missile-simulation controller-design digital-control-systems lane-change-control matlab-controller
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Jul 18, 2023 - ASP.NET
rendezvous control-systems multiagent-systems consensus-algorithm emergent-behavior boids-simulation formation-control linear-dynamical-systems
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Nov 4, 2022 - MATLAB
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