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dynamic-systems

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NeuromatchAcademy /course-content

NMA Computational Neuroscience course

machine-learning neuroscience stochastic-processes dynamic-systems

UpdatedMar 18, 2025
Jupyter Notebook

zziz /kalman-filter

Kalman Filter implementation in Python using Numpy only in 30 lines.

python numpy filter kalman-filter kalman dynamic-systems

UpdatedSep 14, 2022
Python

neonwatty /control-notes

Notes on topics ranging from Recurrent Newtorks to Automatic Control and Reinforcement Learning

python machine-learning reinforcement-learning deep-learning jupyter-notebook recurrent-neural-networks dynamic-programming dynamic-systems automatic-control

UpdatedDec 17, 2024
Jupyter Notebook

kpetridis24 /sliding-mode-control

Robust control for dynamic nonlinear systems with parameter uncertainties

tracking control regulation uncertainty control-systems dynamic-systems sliding-mode-control robust-control

UpdatedJan 12, 2022
MATLAB

fschur /Evacuation-Bottleneck

Modelling crowd behaviour in panic sitations

python game-theory evacuation dynamic-systems crowd-simulation social-force-model escape-panic

UpdatedMay 31, 2019
Python

robotgradient /LieFlows

Pytorch implementation of Stable Vector Fields on Lie Groups through Diffeomorphism

robotics control-systems lie-groups stability dynamic-systems vector-fields motion-generation

UpdatedNov 28, 2024
Python

odesca /ODESCA

ODESCA is a MATLAB tool for the creation and analysis of dynamic systems described by ordinary differential equations

observer controller matlab nonlinear ode generic-programming simulink control-systems ordinary-differential-equations optimal-control control-theory steady-state dynamic-systems nonlinear-control system-analysis nonlinear-systems

UpdatedSep 20, 2019
MATLAB

osanj /spring-interpolator

An Animation-Interpolator, "reverse-engineered" from facebook/rebound

animation ode ordinary-differential-equations dynamic-systems runge-kutta-4

UpdatedJan 5, 2020
Java

phase-space

breadloafsky /phase-space

Realtime 3-dimensional phase portraits in phase space

webgl calculus svelte chaos ordinary-differential-equations strange-attractors dynamic-systems chaotic-attractors

UpdatedOct 24, 2023
Svelte

raminmh /Worm-Blogging

Here, I include my thoughts about how does the brain of the worm give rise to remarkable behavioral plasticities

simulation modeling computational-neuroscience complex-neural-networks celegans dynamic-systems biological-networks

UpdatedSep 18, 2017

qluo2018 /GCSDN

Granger Causality with Signal-dependent Noise

dynamic-systems time-series-analysis information-flow time-varying effective-connectivity

UpdatedMay 1, 2018
MATLAB

kpetridis24 /online-estimation

Real time parameter estimation on Grey Box Dynamic Systems

real-time gradient-descent parameter-estimation dynamic-systems lyapunov-stability grey-box

UpdatedApr 10, 2022
MATLAB

GNB-UAM /electromotor-nmodel

Computational model of the electromotor command network of pulse-type mormyrids.

neural-network cpp genetic-algorithm simulation-modeling dynamic-systems modeling-dynamic-systems neuron-model

UpdatedJun 21, 2021
C++

vincap /ModelOrderEstimationGPH

C++ object-oriented system to estimate the attractor dimension and the model order of a time series.

time-series hough-transform dynamic-systems correlation-dimension model-order grassberger-procaccia

UpdatedFeb 21, 2022
C++

cipherlab-poly /Anchors-signals-MCTS

Implements the algorithm introduced in our paper: Temporal Logic Explanations for Dynamic Decision Systems using Anchors and Monte Carlo Tree Search

temporal-logic monte-carlo-tree-search dynamic-systems explainability

UpdatedMar 18, 2023
Python

BoidFlow

phassic /BoidFlow

This repository contains a simulation of boids, demonstrating flocking behavior. The simulation models the collective movement of agents (boids) to mimic the natural behavior of birds flocking, fish schooling, or herding animals. This project showcases principles of swarm intelligence and artificial life.

visualization python open-source game-engine algorithms creative-coding interactive computer-graphics game-development pygame artificial-intelligence educational flocking simulations particle-simulation dynamic-systems swarm-intelligence boids-algorithm procedural-animation ai-simulation

UpdatedJul 13, 2024
Python

leonamtv /jury-criterion

Critério de Jury para verificar estabilidade em python. Jury stability criterion implemented in python.

python python3 dynamic-systems jury discrete-control

UpdatedOct 27, 2020
Python

panos108 /Gaussian-Process-Scenario-Propagation-with-GPy

gaussian-processes uncertainty-propagation dynamic-systems gpy

UpdatedAug 14, 2021
Python

ryukinix /tcc

Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas

semi-supervised-learning complex-networks tcc image-segmentation ufc superpixels dynamic-systems transductive-learning

UpdatedMar 4, 2024
TeX

Saggre /Chaos-Equations

2-dimensional random dynamic systems visualized using WebGL

art webgl mathematics sequence dynamic-systems chaos-equations

UpdatedDec 24, 2020
JavaScript

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