ahead - Time Series Forecasting with uncertainty quantification

Univariate and multivariate time series forecasting with uncertainty quantification.

Last updated 2 months ago

forecastingmachine-learningpredictive-modelingstatistical-learningtime-seriestime-series-forecastinguncertainty-quantification

20 stars 2.53 score 5 dependencies

learningmachine - Machine Learning with Explanations and Uncertainty Quantification

Regression-based Machine Learning with explanations and uncertainty quantification.

Last updated 12 days ago

conformal-predictionmachine-learningmachine-learning-algorithmsmachinelearningstatistical-learninguncertainty-quantification

1 stars 1.85 score 51 dependencies

esgtoolkit - Toolkit for Monte Carlo Simulations

A toolkit for Monte Carlo Simulations in Finance, Economics, Insurance, Physics. Multiple simulation models can be created by combining building blocks provided in the package.

Last updated 2 months ago

diffusion-modeldiffusion-modelsmonte-carlo-methodsmonte-carlo-simulationmontecarlo-simulationscenario-analysisscenario-creatorscenario-generationsimulationstochastic-differential-equationsstochastic-processesstochastic-simulation

9 stars 1.51 score 39 dependencies

nnetsauce - Randomized and Quasi-Randomized networks for Statistical/Machine Learning

Randomized and Quasi-Randomized networks for Statistical/Machine Learning

Last updated 2 months ago

deep-learningmachine-learningneural-networksrandomized-algorithmsstatistical-learning

1 stars 1.00 score 54 dependencies

mlsauce - Miscellaneous Statistical/Machine Learning stuff

Miscellaneous Statistical/Machine Learning stuff.

Last updated 2 months ago

machine-learningmachine-learning-algorithmsmachinelearningstatistical-learning

1.00 score 15 dependencies

bcn - Boosted Configuration Networks

Boosted Configuration (neural) Networks for supervised learning.

Last updated 2 months ago

machine-learningneural-networksstatistical-learning

4 stars 0.82 score 2 dependencies

bayesianrvfl - Bayesian Quasi-Randomized nnetworks

Bayesian Quasi-Randomized nnetworks.

Last updated 3 months ago

0.61 score 11 dependencies

crossvalidation - Generic cross-validation functions

Generic functions for cross-validation of Statistical/Machine Learning models

Last updated 2 months ago

1 stars 0.49 score 14 dependencies

simulatetimeseries - Simulate complex synthetic time series for benchmarks

Simulate complex synthetic time series for benchmarks.

Last updated 4 months ago

0.36 score 0 dependencies

forecastingapi - Tools for interacting with Techtonique API

High level R functions for interacting with Techtonique forecasting API.

Last updated 8 months ago

0.09 score 8 dependencies