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Mike’s Machine Learning Blog
What is an embedding layer and how does it work?
In this example I’ll make a collaborative filtering model (recommender system) which uses an entity embedding as part of a system for recommending books to users.
Building a boat recognizer using the
fast.ai
library
In this notebook we build and train a convolutional neural network…
Exploring the capability of neural networks to solve simple linear and nonlinear algebraic equations.
Topics covered: - PyTorch - Feature Crosses - Linear and nonlinear models - universal approximation theorem - interpreting loss curves
Exploring probability distributions
What happens when we add two sets of data with rectangular probability distributions?
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