A collection of notebooks on artificial intelligence, with a focus on deep learning and data engineering.
- lsh: Implementations of the SimHash and MinHash locality sensitive hash functions
- building-blocks/neuralnetworks.ipynb: Neural networks: building blocks
- building-blocks/nonlinearity.ipynb: A visualization of the effects of non-linearities on decision surfaces
- nns/nns.ipynb: An overview of nearest neighbors search methods