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juwvid

Julia code for the time-frequency analysis

kuramoto-

kuramoto-sakaguchi-model

Simulation of kuramoto-Sakaguchi dynamic

kuramotosakaguchimodel

Kuramoto - Sakaguchi Model Applet

lambda2color

A simple library to transform a given light wavelength into the corresponding RGB color.

landaustuart

A simple python implementation of Landau Stuart oscillator with coupling

lyapunov_exponent_map_and_ode

Lyapunov exponent of maps and ODE in Python 3, example with Henon Map and Lorenz System

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

materiais

Materiais da disciplina de Introdução à Data Science

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

neuralnet_huber-braun

A physical simulation of a neural network using the Huber Braun model.

neuronaldynamics-exercises

Python exercises accompanying the book "Neuronal Dynamics"

nonlinear-systems-chaos

Non-Linear Dynamic Systems

nonlineardynamicscomplexsystemscourse

Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia

nonlineardynamicstextbook

Nonlinear Dynamics: A concise introduction interlaced with code

nonlinpy-for-doc

A set of python scripts for nonlinear time series analysis.

numerical_methods

Includes a collection of numerical analysis methods.

odeint-v2

odeint - solving ordinary differential equations in c++ v2

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

piezoelectric-optm

Heuristics to optimize geometry and vibration modes of rectangular plates with piezzoelectric devices.

portfoliooptimization

Heuristics for cardinality constrained portfolio optimisation

power_iteration_method

Implementation of Power Iteration Method, Inverse Power Iteration Method and Shifted Inverse Power Iteration Method for Sparse Matrices in Python

python

All Algorithms implemented in Python

python-in-neuroscience-tutorials

Collection of tutorials about methods of computational neuroscience using Python

python-projects

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

redes-neurais

Implementações desenvolvidas na disciplina Introdução à Redes Neurais, ministrada pelo Prof. Dr. Prof. Dr. Marcos Gonçalves Quiles (ICT-Unifesp).

reservoir

Code for Reservoir computing (Echo state network)