Projects in Awesome Lists by SMAC-Group
A curated list of projects in awesome lists by SMAC-Group .
https://github.com/smac-group/gmwm
Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet variance in a moment matching approach that makes it particularly suitable for the estimation of certain state-space models.
armadillo r rcpp robust time-series wavelet-variance
Last synced: 11 Oct 2025
https://github.com/smac-group/wv
:alarm_clock: This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among others, aside from computing the wavelet variance and cross-covariance (classic and robust), the package provides inference tools (e.g. confidence intervals) and plotting tools allowing to perform some visual analysis and assess the properties of the underlying time series.
signal-processing time-series wavelet-variance
Last synced: 22 Apr 2025
https://github.com/smac-group/simts
:hourglass_flowing_sand: Time Series Tools R package provides a series of tools to simulate, plot, estimate, select and forecast different time series models.
r rcpp rcpparmadillo simulation time-series timeseries timeseries-data
Last synced: 28 Apr 2025
https://github.com/smac-group/odyn
A free Dynamic Network (DN) solver that runs online in the browser. ODyN fuses information from cameras, GNSS and inertial sensors in a single adjustment and it can be used to estimate a high-frequency trajectory for precise direct geo-referencing, to improve photogrammetric reconstructions in challenging scenarios or to determine several types of system calibration parameters.
georeferencing lidar navigation photogrammetry sensor-fusion
Last synced: 30 Jan 2026
https://github.com/smac-group/ts
:notebook: "An Introduction to Time Series Analysis with R" is a text which is currently under development and aims at giving readers a general overview of the main aspects that characterise time series and the most common tools used for their analysis.
r simulations statistics time-series
Last synced: 05 Oct 2025
https://github.com/smac-group/imudata
:battery: This package is meant to serve as a data collection tool for IMU data. This data can be used as a means to assess and test methods designed to analyse IMU error signals (i.e. long and complex autocorrelated signals). An example method used for this kind of data is implemented in the GMWM R package which can also model the latent models that often characterize this data.
accelerometer data gyroscope imu mems-imu-dataset r
Last synced: 22 Apr 2025
https://github.com/smac-group/gmwmx
The gmwmx R package implements the Generalized Method of Wavelet Moments with Exogenous Inputs estimator (GMWMX)
earthsciences gnss statistics time-series-analysis wavelet-analysis
Last synced: 22 Apr 2025
https://github.com/smac-group/ds
:notebook: This book is currently under development and has been designed as a support for students who are following (or are interested in) courses that provide the basic knowledge to master "statistical programming" with R. Compiled textbook:
data-science github programming r rstudio statistics
Last synced: 22 Jul 2025
https://github.com/smac-group/tts
"A Tour of Time Series Analysis with R" (TTS) is a text that is aimed to provide better explanations for students investigating dependency within observations.
Last synced: 22 Apr 2025
https://github.com/smac-group/navigation
🛰 The navigation R package implements a framework to analyze the impact of sensor error modeling on performance of integrated navigation (sensor fusion) based on IMU, GPS, and barometer data.
Last synced: 22 Jun 2025
https://github.com/smac-group/avar
:airplane: Computationally efficient implementation of the Allan variance.
allan-variance inertial-sensors statistics time-series
Last synced: 11 Jun 2025
https://github.com/smac-group/mgmwm
:chart_with_upwards_trend: :chart_with_downwards_trend: :chart_with_upwards_trend: :chart_with_upwards_trend: :chart_with_downwards_trend: Multisignal GMWM estimation and model selection for IMU
estimation gmwm imu inertial-sensors multivariate-timeseries stochastic-processes
Last synced: 07 Oct 2025
https://github.com/smac-group/scis
:notebook_with_decorative_cover: This document is currently under development and has been designed as an introductory course on Inertial Sensor Stochastic Calibration
accelerometer calibration gyroscope inertial-sensors mems time-series
Last synced: 29 Jul 2026
https://github.com/smac-group/twocircles
:large_blue_circle: Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data
circular-statistics nonparametric test
Last synced: 16 Jan 2026
https://github.com/smac-group/gmwmx2
The gmwmx2 R package implements the Generalized Method of Wavelet Moments with Exogenous Inputs estimator (GMWMX) presented in Voirol, L., Xu, H., Zhang, Y., Insolia, L., Molinari, R. and Guerrier, S. (2024)
Last synced: 02 Apr 2025
https://github.com/smac-group/swag
swag is a R package that trains a meta-learning procedure which combines screening and wrapper methods to find a set of extremely low-dimensional attribute combinations.
Last synced: 08 Jan 2026
https://github.com/smac-group/app_velocities_gmwmx_paper
Shiny app representing the estimated velocities from GNSS position time series using the GMWMX estimator
Last synced: 30 Jul 2026
https://github.com/smac-group/idarps
Package for class "Modelling and Data Analysis for Pharmaceutical Sciences" (Introduction to Data Analytics with R for Pharmaceutical Sciences- idarps))
analytics data-science dataset r
Last synced: 04 Oct 2025
https://github.com/smac-group/irg
R Package for Granger-Causal Analysis of Irregularly Sampled Signals
Last synced: 31 Aug 2025
https://github.com/smac-group/course_gmwm
:chart_with_upwards_trend: Source repository for the course: "Introduction to the GMWM with R" : https://gmwm.netlify.com/
Last synced: 04 Mar 2026
https://github.com/smac-group/smac-group.github.io
Repository containing the source code for the SMAC Group website.
Last synced: 02 Apr 2025
https://github.com/smac-group/panning
An implementation of the Panning Algorithm
feature-selection panning parallel r
Last synced: 11 Sep 2025
https://github.com/smac-group/forecast463
This package is created to allow students to submit their daily forecasts for the PSU STAT 463 projects.
Last synced: 02 Apr 2025
https://github.com/smac-group/introds
The objective of this R package is to provide a support for the course entitled "Introduction to Data Science" given at University of Geneva. This course is intended to provide an introduction to statistical programming using the R language.
data-science programming r statistics
Last synced: 02 Apr 2025
https://github.com/smac-group/course_intro_ds
:bar_chart: Source repository for the course: "Introduction to Data Science" given at Unviersity of Geneva
Last synced: 02 Apr 2025
https://github.com/smac-group/course_data_analytics
💊 Source repository for the website of the class "Modelling and Data Analysis for Pharmaceutical Science" given at Unviersity of Geneva, Spring 2022 and Spring 2023
Last synced: 17 Jan 2026
https://github.com/smac-group/pdc
machine-learning model-selection statistics
Last synced: 17 Jan 2026
https://github.com/smac-group/stat_conf_24
Website for the Data Analytics Lab Workshop 2024 in Ovronnaz, Switzerland
Last synced: 15 Feb 2026
https://github.com/smac-group/datarepo
SMAC-Group Repository of R Data Packages
Last synced: 11 Oct 2025
https://github.com/smac-group/assets
Large files such as pdfs, images, videos, et cetera found on
Last synced: 28 Jan 2026
https://github.com/smac-group/swag_breast_cancer
We provide the codes necessary to replicate the findings presented in "Evidence of antagonistic predictive effects of miRNAs in breast cancer cohorts through data-driven networks" authored by Cesare Miglioli, Gaetan Bakalli, Samuel Orso, Mucyo Karemera, Roberto Molinari, Stephane Guerrier and Nabil Mili.
arrayexpress breast-cancer cancer-progression chameleon-micrornas regulatory-factors
Last synced: 08 Jul 2026