FilippoMB/python-time-series-handbook

Book and material for the course "Time series analysis with Python" (STA-2003)

Language: Jupyter Notebook - Size: 350 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 141 - Forks: 29

IvLabs/biped_trajectory_optimization

Implementing trajectory optimization on bipedal system

Language: Python - Size: 130 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 71 - Forks: 8

Dynamics-of-Neural-Systems-Lab/MARBLE

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets.

Language: Python - Size: 217 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 58 - Forks: 6

HarikrishnanNB/ChaosNet

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 10

artificial-life-lab/population-dynamics

Library to conduct experiments in population dynamics.

Language: Python - Size: 89.8 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 13 - Forks: 3

flight-test-engineering/PSim-RCAM

Python implementation of non-linear 6DOF GARTEUR RCAM aircraft flight dynamics model

Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 0

flaviohasd/TPM-Vibration

Algorithm to calculate the optimal tip relief modification on spur gear teeth that minimizes the meshing vibration for a certain operating condition.

Language: MATLAB - Size: 124 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 10 - Forks: 1

OHBA-analysis/Quinn2021_Waveform

Analysis scripts accompanying "Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics" https://doi.org/10.1101/2021.04.12.439547

Language: Python - Size: 44.9 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

davitshahnazaryan3/XGB-rhomut

Next-generation non-linear and collapse prediction models for short to long period systems via machine learning methods

Language: Python - Size: 1.41 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 6 - Forks: 2

elbosso/nonlinear_chaotic_systems

This is a project where i will provide interactive jupyter notebooks accompanying my expeditions into the realms of chaos in non-linear systems

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ascarrambad/ml-21-22

Labs for the SP21/22 Machine Learning class - Prof. Cesare Alippi, USI INF-BSc

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kristpapadopoulos/nonlinear_dynamics

Predicting nonlinear dynamics with machine learning

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mehhdiii/Extended-Kalman-Filter-Algorithm

The Extended Kalman filter MATLAB Toolbox for robotics. The repository contains a sample simulation and report for building understanding of the EKF algorithm.

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souradipp76/tp_chaos_generator

A library for encryption and decryption using a triple-pendulum based chaos generator

Language: Python - Size: 253 KB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

marcotallone/mpc-tracking

Implementation of a non-linear Model Predictive Control (MPC) algorithm for reference traking with the addition of an Extended Kalman Filter (EKF) for state estimation and robustness to noise.

Language: Jupyter Notebook - Size: 147 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

wenm0tt/Organized-Chaos

The best thing to happen to the logistic map since maps were invented

Language: Python - Size: 587 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

dstuemk/nonlinear-ctrl

Stabilizing a non-linear system with backstepping and lyapunov based control

Language: MATLAB - Size: 255 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

cakshay2013/Numerical-Integration-Techniques-Solutions

This repository includes numerical integration-based solutions for solving non-linear equations. The solutions include Newton Raphson technique for algebraic equations and Euler's/Modified-Euler's/Runge-Kutta (RK4) for differential algebraic equations.

Language: MATLAB - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ritog/logistic_map_nn

Code for the paper "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"

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ratwolfzero/ratwolfzero

The Beauty of Mathematics

Size: 1.72 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

jkthms/nonlinear-dynamics

Code for experimenting with non-linear dynamical systems in Python.

Language: Python - Size: 186 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

VictorG-028/TCC---PIME-PPO-em-ambiente-CPAP

Implementação do algoritmo PIME PPO, ambientes RL multiobjetivo e treino em modelos matemáticos não lineares

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ratwolfzero/hopalong_python

Generative Density Approximation for Deterministic Point Patterns: The Hopalong Attractor

Language: Python - Size: 9.34 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

frizchar/phase-space-reconstruction-of-financial-time-series

applies low-pass filtering on historical data of stocks and then plots its phase space

Language: Python - Size: 109 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Yatharth020/Underwater-Object-Tracking

Implemented a basic simulation for underwater object tracking using SONAR and Unscented Kalman Filter (UKF). Simulated target movement, generated SONAR pulses, and applied UKF for state estimation. Tuned parameters: Q=[[0.001]], R=[[0.2]], P=[[1]]. Demonstrated the fundamental principles of non-linear filtering.

Language: Python - Size: 528 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

fcignoli/Tesis-de-Licenciatura

Respositorio de mi tesis de licenciatura titulada "Las dimensiones del espacio tímbrico"

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akorkos/Digital-Signal-Processing-on-EEG

Digital Signal Processing on EEG data

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kunal2812/Mini-Project

Language: Jupyter Notebook - Size: 225 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

benkoehlL/simple_physics

A collection of programs demonstrating elementary physical phenomena.

Language: Mathematica - Size: 70.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Armos05/Lorenz-Attractor

Non Linear Dynamics and Chaos (Analysis of 3D Lorenz System)

Language: Python - Size: 598 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

vidanchev/Intermediate_Axis

Numerical demonstration and explanation of the intermediate axis theorem

Language: TeX - Size: 21.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Osrip/evolution_dynamical_regime

Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.

Language: Python - Size: 239 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

senad96/DegreeThesis

A Comparison of Numerical Algorithms in Applied Physics Simulations

Language: Python - Size: 3.97 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

LevinaLab/evolution_dynamical_regime

Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184

Language: Python - Size: 239 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

jmcastelo/LogMap

An interactive program that allows a visual illustration of the regular and chaotic features of the Logistic map.

Language: C++ - Size: 463 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0