GitHub / Octavian-ai 20 Repositories
We perform research into machine learning
Octavian-ai/clevr-graph
CLEVR graph: A dataset for graph based reasoning
Language: Python - Size: 2.15 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 126 - Forks: 24
Octavian-ai/gqa-node-properties
Recalling node properties from a knowledge graph
Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 9
Octavian-ai/mac-graph
The MacGraph network. An attempt to get MACnets running on graph knowledge
Language: Python - Size: 806 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 117 - Forks: 21
Octavian-ai/english2cypher
A model to transform english into Cypher queries, based off the CLEVR-graph dataset
Language: Python - Size: 10.8 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 67 - Forks: 22
Octavian-ai/shortest-path
Finding shortest paths with Graph Networks
Language: Python - Size: 76.2 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 90 - Forks: 32
Octavian-ai/learning-rates
How optimizer and learning rate choice affects training performance
Language: Python - Size: 2.74 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 21 - Forks: 8
Octavian-ai/synthetic-graph-data
Synthetic data generation for graph ML experiments
Language: Python - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 19 - Forks: 8
Octavian-ai/article-0
Basic example of prediction from graph data
Language: Python - Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 24 - Forks: 10
Octavian-ai/reasoning-operations
Test the capabilities of different simple networks to perform reasoning operations
Language: Python - Size: 104 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2
Octavian-ai/article-1
Review prediction with Neo4j and TensorFlow
Language: Python - Size: 3.53 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 12
Octavian-ai/learning-rate-finder-tensorflow
Implementation of learning rate finder in TensorFlow
Language: Python - Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 6
Octavian-ai/BigGAN-TPU-TensorFlow
TPU enabled Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
Language: Python - Size: 2.08 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 34 - Forks: 12
Octavian-ai/experiments
Experiments in machine learning on graph databases
Language: Python - Size: 275 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 13 - Forks: 3
Octavian-ai/attention-focus
Test whether the "focus" mechanism is a valuable addition to attention
Language: Python - Size: 1.54 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2
Octavian-ai/compare_gan
Fork of google's compare_gan. Includes more configurations and David's hacks
Language: Python - Size: 941 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 3
Octavian-ai/article-1-extended
Article 1 code with bonus Population Based Training support
Language: Python - Size: 2.67 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 2
Octavian-ai/multiple-tasks
Exploration into using one set of parameters across multiple tasks
Language: Python - Size: 32.2 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1
Octavian-ai/genetic-curriculum
Curriculum training a Differentiable Neural Computer using Population Based Training
Language: Python - Size: 195 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1
Octavian-ai/learning-rates-cifar10
Testing the affect of different learning rates on the CIFAR 10 task
Language: Python - Size: 13.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1
Octavian-ai/neural-graph-memory
A neural graph memory module
Language: Python - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1