Forecasting in Excel using Techtonique’s Machine Learning APIs under the hood
Interacting with Techtonique web app through Excel, using Visual Basic for Applications (VBA).
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Articles by T. Moudiki
Techtonique web app for data-driven decisions using Mathematics, Statistics, Machine Learning, and Data Visualization
Techtonique web app for data-driven decisions using Mathematics, Statistics, Machine Learning, and Data Visualization
Parallel for loops (Map or Reduce) + New versions of nnetsauce and ahead
Parallel for loops (Map or Reduce) using R package misc + New versions of nnetsauce and ahead [...Read more...]
Adaptive (online/streaming) learning with uncertainty quantification using Polyak averaging in learningmachine
Adaptive (online/streaming) learning with uncertainty quantification and explanations using learningmachine in Python and R
New versions of nnetsauce and ahead
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Prediction sets and prediction intervals for conformalized Auto XGBoost, Auto LightGBM, Auto CatBoost, Auto GradientBoosting
Prediction sets and prediction intervals for conformalized Auto XGBoost, Auto LightGBM, Auto CatBoost, Auto GradientBoosting
Conformalized adaptive (online/streaming) learning using learningmachine in Python and R
Adaptive (online/streaming) learning with uncertainty quantification and explanations using learningmachine in Python and R
Auto XGBoost, Auto LighGBM, Auto CatBoost, Auto GradientBoosting
Copulas for uncertainty quantification in time series forecasting
Probabilistic Forecasting with nnetsauce (using Density Estimation, Bayesian inference, Conformal prediction and Vine copulas): nnetsauce presentation at sktime meetup (2024-07-26)
Forecasting uncertainty: sequential split conformal prediction + Block bootstrap (web app)
Forecasting uncertainty: sequential split conformal prediction + Block bootstrap (web app)
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