H2Oai GPU Edition

High performance Python GLMs with all the features!

Python implementation of elastic-net regularized generalized linear models

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

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Analyzes weightlifting videos for correct posture using pose estimation with OpenCV

mlim: single and multiple imputation with automated machine learning

Slides and notebooks for my tutorial at PyData London 2018

A chronological age predictor based on DNA methylation

Sequential adaptive elastic net (SAEN) approach, complex-valued LARS solver for weighted Lasso/elastic-net problems, and sparsity (or model) order detection with an application to single-snapshot source localization.

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

Feature selection method based on repeated elastic net.

Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

Neural Network approaches for the Traveling Salesman Problem

Experiments in ML with tidymodels

Integrative Survival Models

Elastic-net VARMA: hyperparameter optimisation, estimation and forecasting

Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net

転職サイトから、年収の条件を明らかにし、良さげな条件とは何かを明らかにします