Just a repository of machine learning methods. Currently, I only have neural networks created from scratch but I will start working on parametric methods and nonparametric methods (super excited about coding random forests and gradient boosting) and unsupervised methods such as EM algorithms and k means clustering.
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View Code? Open in Web Editor NEWRepository containing machine learning architectures using just Python and Numpy to review the underlying matrix calculus and linear algebra.