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An overview of how to use scikit-learn. How can you customise metrics to pick the right model. How to apply post-processing in scikit-learn. Can preprocessing suddenly make an algorithm work? Can we model by using Natural Intelligence? Is smoking good for you? Or can we lie with statistics? When is lack of sleep causing damage? When is it signif…

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vasja34/Scikit-Notebooks

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This repository contains the folowing notebooks:

Scikit-Learn

An overview of how to use scikit-learn.

Scikit-Metrics

How can you customise metrics to pick the right model.

Scikit-Meta

How to apply post-processing in scikit-learn.

Scikit-Preprocessing

Can preprocessing suddenly make an algorithm work?

Human-Learn

Can we model by using Natural Intelligence?

Smoking

Is smoking good for you? Or can we lie with statistics?

Sleep

When is lack of sleep causing damage? When is it significant?

The Birthday Problem

Is the conclusion different if we don't assume all days are equal?

Stock Portfolio Optimisation

How can we balance risk and reward?

Jax

Can you compile towards a GPU by writing code like numpy?

Annoy

How do you practically solve the nearest neighbor problem.

Comprehensions

How comprehensions work in python.

Partial Fit

How to fit models with partial_fit.

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An overview of how to use scikit-learn. How can you customise metrics to pick the right model. How to apply post-processing in scikit-learn. Can preprocessing suddenly make an algorithm work? Can we model by using Natural Intelligence? Is smoking good for you? Or can we lie with statistics? When is lack of sleep causing damage? When is it signif…

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