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In this blog post I will show how to implement OCR (optical character recognition) using a Random Forest classifier in Ruby. As our dataset we will be using the MNIST database of handwritten digits and for our Random Forest implementation we will be using Python’s sci-kit learn library. This post also shows how easy it is to integrate the plethora of data science tools from Python into Ruby applic
Using the scikit-learn machine learning library in Ruby using PyCall Scikit-learn is a set of simple and efficient tools for machine learning and artificial intelligence built with NumPy and SciPy in Python. This tutorial will walk you through how you can use these tools from Ruby using a gem called PyCall. PyCall will enable you to use the power of Scikit-learn from Python in your Rails, Sinatra,
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