Hello

PolyMath contains packages that implement different optimization and
statistical analysis algorithms that are used in machine learning (like
linear regression, least squares, hill climbing and so on). It also has an
implementation of a genetic algorithm.

And there are several implementations of neural networks (this one is cool: 
http://smalltalkhub.com/#!/~abergel/NeuralNetworks
<http://smalltalkhub.com/#!/~abergel/NeuralNetworks>  ). I am working on my
own implementation of neural nets (
http://smalltalkhub.com/#!/~Oleks/NeuralNetwork
<http://smalltalkhub.com/#!/~Oleks/NeuralNetwork>  ), you can read this, if
you are interested: 
https://medium.com/towards-data-science/single-layer-perceptron-in-pharo-5b13246a041d
<https://medium.com/towards-data-science/single-layer-perceptron-in-pharo-5b13246a041d>
 
.

I didn't hear of any other ML algorithms implemented in Pharo, but maybe you
will find something here:  http://smalltalkhub.com/list
<http://smalltalkhub.com/list>  





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