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bernard

A computer vision/machine learning testbed.

Noteable files

cv.py - a testbed for various new image filters (entropy filtering, symmetry filtering, etc.)

bvision.py - implementations of image filters

bayes.py - implementations of naive bayes filters (guassian, multinomial, bernoulli)

neural.py - numpy implementation of basic neural networks and various enhancements (sigmoid/ReLU/tanh activation, fully-connected/softmax layers, L2 regularization, dropout, cross-entropy/log-linear/quadratic cost)