ogunjosam Goto Github PK

auto_ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.

carnasrda_python_training

This repository contains code used at the CAR-NASRDA training on air quality. PS: The Purpleair API has been deprecated, hence, most of the codes might not work again. Will find time to fix it.

chaos-analysis

A repository with several methods for analysis of experimental time series of different nature.

chaos_geomagnetic_storms

complexity-entropy-analysis

Code for Complexity-Entropy analysis

covid19_westaf_wg3

dysts

More than a hundred strange attractors

entropyhub

An open-source toolkit for entropic time-series analysis.

fathon

python package for DFA (Detrended Fluctuation Analysis) and related algorithms

fifa_clean

Machine Learning and Data Analytics

fishpy

Proposes non-parametric estimates of the Fisher Information Measure and the Shannon Entropy Power. The package contains also some bandwidth selectors for kernel density estimate.

forecasting-time-series-with-algorithm-ensembling

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

gpp

GPP across Bruce Penisula

isimip_data

The ISIMIP project provides long term precipitation record which we are using for machine learning and statistical analysis of rainfall onset within the West African region.

mfdfa

Multifractal Detrended Fluctuation Analysis in Python

multifractal

Tools (C/Matlab) for multifractal analysis of 1D (time-series) and 2D (images) signals

multifractal-analysis

These lines perfom the calculation of multrifractal distribution F(alpha) and of Dq and tau from an image.

non-linear-dynamics-strogatz

Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.

notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

ogunjosam

Config files for my GitHub profile.

ogunjosam.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

osogbo_purpleair_chaos

pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pycwt

A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.

pydmd

Python Dynamic Mode Decomposition

python-practical-application-on-climate-variability-studies

pyunicorn

Unified Complex Network and Recurrence Analysis Toolbox

rainfall-teleconnections

Python code to compute global teleconnections from rainfall data

rainfall_onset2

rainfall onset-cessation and extreme indices v2