Gradient-Boosting anything (alert: high performance)October 6, 2024 | T. Moudiki Gradient boosting with any regression algorithm in Python package mlsauce [...Read more...]
Benchmarking 30 statistical/Machine Learning models on the VN1 Forecasting — Accuracy challengeOctober 4, 2024 | T. MoudikiBenchmarking 30 statistical/Machine Learning models on a few products, based on the validation set (phase 2 of the VN1 Forecasting -- Accuracy challenge) [...Read more...]
Forecasting in Excel using Techtonique’s Machine Learning APIs under the hoodSeptember 30, 2024 | T. Moudiki Interacting with Techtonique web app through Excel, using Visual Basic for Applications (VBA). [...Read more...]
Techtonique web app for data-driven decisions using Mathematics, Statistics, Machine Learning, and Data VisualizationSeptember 25, 2024 | T. Moudiki Techtonique web app for data-driven decisions using Mathematics, Statistics, Machine Learning, and Data Visualization [...Read more...]
Parallel for loops (Map or Reduce) + New versions of nnetsauce and aheadSeptember 16, 2024 | T. MoudikiParallel 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 learningmachineSeptember 10, 2024 | T. Moudiki Adaptive (online/streaming) learning with uncertainty quantification and explanations using learningmachine in Python and R [...Read more...]
New versions of nnetsauce and aheadSeptember 9, 2024 | T. MoudikiNew versions of nnetsauce and ahead [...Read more...]
Prediction sets and prediction intervals for conformalized Auto XGBoost, Auto LightGBM, Auto CatBoost, Auto GradientBoostingSeptember 2, 2024 | T. Moudiki Prediction sets and prediction intervals for conformalized Auto XGBoost, Auto LightGBM, Auto CatBoost, Auto GradientBoosting [...Read more...]
Conformalized adaptive (online/streaming) learning using learningmachine in Python and RAugust 19, 2024 | T. Moudiki Adaptive (online/streaming) learning with uncertainty quantification and explanations using learningmachine in Python and R [...Read more...]
Auto XGBoost, Auto LighGBM, Auto CatBoost, Auto GradientBoostingAugust 5, 2024 | T. Moudiki Auto XGBoost, Auto LighGBM, Auto CatBoost, Auto GradientBoosting [...Read more...]