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 and TensorFlow-Keras

Feature selection method based on repeated elastic net.

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

Integrative Survival Models

Elastic-net VARMA: hyperparameter optimisation, estimation and forecasting

Experiments in ML with tidymodels

Neural Network approaches for the Traveling Salesman Problem

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