jonas13fer
Applied Mathematician, Ph.D Candidate in Applied Computing. Interested in Complex Networks, Numerical Simulations, Operations Research and AI.
Brazilian National Institute for Space ResearchSão José dos Campos
Pinned Repositories
Cheatsheets
Cheatsheet for Data Science and Web Development
eeg_simulator
An EEG Simmulator for Computational NeuroScience
fractal-dimension-calculator
A fractal dimension calculator using Python, scikit-learn, etc.
fractal-dimensions
Estimating the fractal dimension of an image using the box counting approach
Graphino
Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks". This paper is currently under review.
materiais
Materiais da disciplina de Introdução à Data Science
NetBunch
Software for complex network analysis -- see www.complex-networks.net
NonlinearDynamicsTextbook
Nonlinear Dynamics: A concise introduction interlaced with code
nonlinpy-for-doc
A set of python scripts for nonlinear time series analysis.
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
jonas13fer's Repositories
jonas13fer/fractal-dimension-calculator
A fractal dimension calculator using Python, scikit-learn, etc.
jonas13fer/Graphino
Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks". This paper is currently under review.
jonas13fer/NonlinearDynamicsTextbook
Nonlinear Dynamics: A concise introduction interlaced with code
jonas13fer/ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
jonas13fer/pytorch_geometric
Graph Neural Network Library for PyTorch
jonas13fer/Sync-in-Complex-Networks
It contains the implementation of Kuramoto model with different features such as symmetrical and asymmetrical distributions and complete and variable topologies.
jonas13fer/acwj
A Compiler Writing Journey
jonas13fer/basin_entropy
jonas13fer/Classical-Search-Algorithms
jonas13fer/complete-python-course
A repository of code from my Complete Python Course on Udemy.
jonas13fer/Computational_Physics_in_Python
A repository of codes for computational physics in Python.
jonas13fer/DeepLearningMadeEasy
Examples to start working in deep learning (DL), a subfield of machine learning (ML).
jonas13fer/dynamics
jonas13fer/ExtremeEvents
jonas13fer/fractal-market-analysis
We are hard pressed to find a concrete implementation of both Benoit Mandelbrot's "A Multifractal Model of Asset Returns" and Edgar E. Peters' "Fractal Market Analysis" so, with apologies to the Authors, we attempt to fill this vacancy.
jonas13fer/fractals_related
jonas13fer/GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
jonas13fer/jitcdde
Just-in-time compilation for delay differential equations
jonas13fer/Kuramoto-
jonas13fer/KuramotoSakaguchiModel
Kuramoto - Sakaguchi Model Applet
jonas13fer/lambda2color
A simple library to transform a given light wavelength into the corresponding RGB color.
jonas13fer/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
jonas13fer/neuronaldynamics-exercises
Python exercises accompanying the book "Neuronal Dynamics"
jonas13fer/Noisy-Complex-Ginzburg-Landau
jonas13fer/NonlinearDynamicsComplexSystemsCourse
Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia
jonas13fer/numerical_methods
Includes a collection of numerical analysis methods.
jonas13fer/Python-Projects
jonas13fer/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
jonas13fer/T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
jonas13fer/treinamento_em_linguagem_cpp