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Aerosolve vs Theano: What are the differences?
What is Aerosolve? A machine learning package built for humans (created by Airbnb). This library is meant to be used with sparse, interpretable features such as those that commonly occur in search (search keywords, filters) or pricing (number of rooms, location, price). It is not as interpretable with problems with very dense non-human interpretable features such as raw pixels or audio samples.
What is Theano? Define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano is a Python library that lets you to define, optimize, and evaluate mathematical expressions, especially ones with multi-dimensional arrays (numpy.ndarray). Using Theano it is possible to attain speeds rivaling hand-crafted C impleme.
Aerosolve and Theano can be categorized as "Machine Learning" tools.
Aerosolve and Theano are both open source tools. Theano with 8.83K GitHub stars and 2.49K forks on GitHub appears to be more popular than Aerosolve with 4.58K GitHub stars and 578 GitHub forks.
