ds/dx - a data science & ml engineering blog

–

2020

Using neural networks with embedding layers to encode high cardinality categorical variables
neuralnetwork embeddings sklearn onehotencoding regression highcardinality

2019

Combining tree based models with a linear baseline model to improve extrapolation (writing your own sklearn functions, part 1)
trees sklearn extrapolation estimator regression ensembling