tech, statistics, machine learning, computer simulation, numerical optimization

• nnetsauce for Python and nnetsauce for R Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks. Read https://thierrymoudiki.github.io/blog/#QuasiRandomizedNN.  
  
  


• mlsauce for Python and mlsauce for R Miscellaneous Statistical/Machine Learning stuff. Home of LSBoost: https://www.researchgate.net/publication/346059361_LSBoost_gradient_boosted_penalized_nonlinear_least_squares. Read https://thierrymoudiki.github.io/blog/2023/11/05/python/r/adaopt/lsboost/mlsauce_classification.  
  
  


• ahead for Python, ahead for R and ahead for Julia Univariate and Multivariate time series forecasting with uncertainty quantification (including simulation). Home of: dynrm and ridge2 . Read https://thierrymoudiki.github.io/blog/2024/02/26/python/r/julia/ahead-v0100.  
  
  


• GPopt Bayesian optimization using Gaussian Process Regression (useful for Machine learning hyperparameter tuning). Read https://thierrymoudiki.github.io/blog/2024/01/29/python/gpopt-new.  
  
  


• bcn for Python and bcn for R Boosted Configuration (neural) Networks for supervised learning. Read https://thierrymoudiki.github.io/blog/2022/07/21/r/misc/boosted-configuration-networks.  
  
  


• teller Model-agnostic Statistical/Machine Learning explainability. Read https://thierrymoudiki.github.io/blog/2024/02/19/python/quasirandomizednn/explainableml/nnetsauce-dl-data.  
  
  


• querier A query language for Python Data Frames. Read https://thierrymoudiki.github.io/blog/2022/06/06/python/lsboost/explainableml/mlsauce/techtonique-workflow.  
  
  


• learningmachine for Python and learningmachine for R. Machine Learning with uncertainty quantification and interpretability. Read https://thierrymoudiki.github.io/blog/2024/04/01/python/learningmachine-python and https://thierrymoudiki.github.io/blog/2024/03/25/r/learningmachine
  
  


• esgtoolkit for R and esgtoolkit for Python A toolkit for Monte Carlo Simulations in Finance, Economics, Insurance, Physics. Read https://thierrymoudiki.github.io/blog/2023/12/18/r/python/esgtoolkit-python.
  
  


• rtopy Calling R functions in Python. Read https://thierrymoudiki.github.io/blog/2024/03/04/python/r/rtopyintro.
  
  


• crossvalidation Generic R functions for cross-validation. Read https://thierrymoudiki.github.io/blog/2021/08/06/r/crossvalidation-svm-r.