A collection of my jupyter notebooks.
- Book Recommendations : recommender system using cosine similarity; GroupLens Book-Crossing Dataset
- Tensorflow Basics : Basics of TensorFlow
- Tensorflow Experiment : Working through some of the TensorFlow tutorials
- TF Logistic from scratch : Logistic Regression implementation in TensorFlow; image classification on MNIST
- TF Simple MLP : Artificial Neural Network with 2 hidden layers in TensorFlow; image classification on MNIST
- TF Simple CNN : A simple Convolutional Neural Network; image classification on MNIST
- Learning Word Embeddings - CBOW : Continuous bag of words to learn vector representations of words
- Learning Word Embeddings - skip gram : skip gram model to learn vector representations of words