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Alfredo Motta

Software Engineering, Machine Learning and Innovation blog.

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Tag: python

Learning to rank with Python scikit-learn

Learning to rank with Python scikit-learn

Categories:ArticleUpdated on: July 22, 2020May 3, 2017 mottalrd

If you run an e-commerce website a classical problem is to rank your product offering in the search page in a way that maximises the …

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Create isolated Jupyter ipython kernels with pyenv and virtualenv

Create isolated Jupyter ipython kernels with pyenv and virtualenv

Categories:ArticleUpdated on: July 22, 2020December 10, 2015 mottalrd

Everyone loves isolation. Makes our life easier and our systems much more robust. Isolating Jupyter notebooks makes no exception. Maybe you want to try some cutting …

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Cross Validation done wrong

Cross Validation done wrong

Categories:ArticleUpdated on: July 22, 2020July 29, 2015 mottalrd

Cross validation is an essential tool in statistical learning to estimate the accuracy of your algorithm. Despite its great power it also exposes some fundamental …

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Data manipulation primitives in R and Python

Data manipulation primitives in R and Python

Categories:ArticleUpdated on: July 22, 2020July 26, 2015 mottalrd

Both R and Python are incredibly good tools to manipulate your data and their integration is becoming increasingly important. The latest tool for data manipulation …

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