Forecasting with XGBoost embedded in Quasi-Randomized Neural NetworksJune 24, 2024 | T. Moudiki Forecasting with XGBoost embedded in Quasi-Randomized Neural Networks at the International Symposium on Forecasting. [...Read more...]
Forecasting Monthly Airline Passenger Numbers with Quasi-Randomized Neural NetworksJune 17, 2024 | T. Moudiki Forecasting Monthly Airline Passenger Numbers with Quasi-Randomized Neural Networks. [...Read more...]
Automated hyperparameter tuning using any conformalized surrogateJune 9, 2024 | T. Moudiki Automated hyperparameter tuning for Machine Learning using any conformalized surrogate. [...Read more...]
Recognizing handwritten digits with Ridge2ClassifierJune 3, 2024 | T. Moudiki Recognizing handwritten digits with Ridge2Classifier and log-likelihood loss. [...Read more...]
A detailed introduction to Deep Quasi-Randomized ‘neural’ networksMay 19, 2024 | T. Moudiki A detailed introduction to Deep Quasi-Randomized 'neural' networks, with examples in Python and R, and a preprint. [...Read more...]
Probability of having a credit; using learningmachineMay 12, 2024 | T. Moudiki Probability of having a credit; using learningmachine. [...Read more...]
mlsauce’s `v0.18.2`: various examples and benchmarks with dimension reductionMay 6, 2024 | T. Moudiki Various LSBoost examples and benchmarks with PCA and RandomForest dimension reduction. [...Read more...]
mlsauce’s `v0.17.0`: boosting with Elastic Net, polynomials and heterogeneity in explanatory variablesApril 29, 2024 | T. Moudiki LSBoost's boosting with Elastic Net, polynomials and heterogeneity in explanatory variables. [...Read more...]
mlsauce’s `v0.13.0`: taking into account inputs heterogeneity through clusteringApril 21, 2024 | T. Moudiki Supervised Machine Learning in mlsauce using unsupervised Machine Learning. [...Read more...]
mlsauce’s `v0.12.0`: prediction intervals for LSBoostRegressorApril 15, 2024 | T. Moudiki Conformalized predictive simulations for LSBoostRegressor, a gradient boosting algorithm for penalized nonlinear least squares. [...Read more...]