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Dates shown are date of latest edit.

A Selective Survey of Word & Document Embedding Methods

2021-11-22

For similar product recommendation

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Dissecting the DCN-V2 Cross Layer

2021-08-10

For Automatic Feature Crossing in Neural Networks

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2021-03-12

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Recommenders Part I

2020-04-22

Representing Customers & Items as Vectors

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2020-04-15

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2019-12-01

Building a Gradient Boosted Machine from first principles in R

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2019-12-28

The golden resources on statistics and machine learning that I continue to return to for information and inspiration

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Deep-Learning from Scratch

2019-12-01

Building a feed-forward neural network from first principles in R

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2020_04_24

A visual introduction

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2019-12-01

PAMS clustering from first principles in R

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2020-02-05

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2019-12-18

Plotting and analysing hierarchical data with the data.tree package in R

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Constrained Optimisation in R

2019-02-08

Optimisation in R with linear constraints using the constrOptim() function

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Linear Model Theory

2019-02-08

A reference for traditional parameter estimation of linear model by least squares

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