I will be doing some learning and personal projects so for keeping those learnings I created and shared this repo.
- simplest-ann.py: Here I implemented the simplest ANN I am aware of, that learns how to multiply by two
- simple-neuron.py: Here a neuron implemented, in this case, using several weights and doing the np.dot product, etc. in a more generic way
- recognizing-letters.py: Implements a simple digit recognizer based on one database already available in keras called MNIST
- recognizing-letters-hidden.py: Implements a simple digit recognizer based on one database already available in keras called MNIST (adding some hidden layers to see how performance improves)
- sentiment-analysis.py: Recognizes how a movie is being perceived by reading IMDB comments and can predict based on comments
- word-embedding.py: For understanding how to use the concept of embedding words into vectors and how those vectors are modified to show how close words are related learned from a corpus