Ioanna Bouri's repositories
asterix-ib
Prototyping repo for the Asterix project!
Graph-Neural-Networks
GNNs - GCNs for directed and undirected graphs
Generative-Adversarial-NNs
Different GANs flavours for data augmentation and oversampling (GANs, DCGANs, cGANs, ACGANs, PresGAN).
Physics-Informed-NNs
Physics Informed Neural Networks for harmonic oscillator systems in underdamped, overdamped and critically damped case.
Elements_of_AI-image_classification
Image classification using logistic regression, multilayer Perceptron and convolutional neural networks for an Elements of AI demo session
Bayesian-inference
Bayesian inference and information theory - Marginal likelihood derivation and approximation for the Beta-Binomial
IODS-project
Template for the IODS course
forking-workflow-exercise
Exercise to practice collaborative forking workflow.
models
Models and examples built with TensorFlow
Fashion-MNIST-Keras
Modify the keras MNIST examples to use the new Fashion-MNIST dataset from @zalandoresearch
intro-to-data-science-2017
Intro to DS 2017 exercises