Octavian's repositories
clevr-graph
CLEVR graph: A dataset for graph based reasoning
shortest-path
Finding shortest paths with Graph Networks
english2cypher
A model to transform english into Cypher queries, based off the CLEVR-graph dataset
BigGAN-TPU-TensorFlow
TPU enabled Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
synthetic-graph-data
Synthetic data generation for graph ML experiments
learning-rates
How optimizer and learning rate choice affects training performance
gqa-node-properties
Recalling node properties from a knowledge graph
experiments
Experiments in machine learning on graph databases
attention-focus
Test whether the "focus" mechanism is a valuable addition to attention
learning-rate-finder-tensorflow
Implementation of learning rate finder in TensorFlow
reasoning-operations
Test the capabilities of different simple networks to perform reasoning operations
genetic-curriculum
Curriculum training a Differentiable Neural Computer using Population Based Training
compare_gan
Fork of google's compare_gan. Includes more configurations and David's hacks
multiple-tasks
Exploration into using one set of parameters across multiple tasks
article-1-extended
Article 1 code with bonus Population Based Training support
learning-rates-cifar10
Testing the affect of different learning rates on the CIFAR 10 task
neural-graph-memory
A neural graph memory module