octavian-ai Goto Github PK

repos: 20.0 gists: 0.0

Name: Octavian

Type: Organization

Bio: We perform research into machine learning

Blog: https://octavian.ai

Octavian's Projects

article-0

Basic example of prediction from graph data

article-1

Review prediction with Neo4j and TensorFlow

article-1-extended

Article 1 code with bonus Population Based Training support

attention-focus

Test whether the "focus" mechanism is a valuable addition to attention

biggan-tpu-tensorflow

TPU enabled Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

clevr-graph

CLEVR graph: A dataset for graph based reasoning

compare_gan

Fork of google's compare_gan. Includes more configurations and David's hacks

english2cypher

A model to transform english into Cypher queries, based off the CLEVR-graph dataset

experiments

Experiments in machine learning on graph databases

genetic-curriculum

Curriculum training a Differentiable Neural Computer using Population Based Training

gqa-node-properties

Recalling node properties from a knowledge graph

learning-rate-finder-tensorflow

Implementation of learning rate finder in TensorFlow

learning-rates

How optimizer and learning rate choice affects training performance

learning-rates-cifar10

Testing the affect of different learning rates on the CIFAR 10 task

mac-graph

The MacGraph network. An attempt to get MACnets running on graph knowledge

multiple-tasks

Exploration into using one set of parameters across multiple tasks

neural-graph-memory

A neural graph memory module

reasoning-operations

Test the capabilities of different simple networks to perform reasoning operations

shortest-path

Finding shortest paths with Graph Networks

synthetic-graph-data

Synthetic data generation for graph ML experiments

octavian-ai Goto Github PK

Octavian's Projects

Recommend Projects

Recommend Topics

Recommend Org