Octavian

All

20 repositories

attention-focus
Public
Test whether the "focus" mechanism is a valuable addition to attention
attention focus attention-mechanism octavian
Python
•2•12•0•6•Updated Dec 8, 2022Dec 8, 2022
reasoning-operations
Public
Test the capabilities of different simple networks to perform reasoning operations
machine-learning research tensorflow
Python
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The Unlicense
•2•8•0•6•Updated Dec 8, 2022Dec 8, 2022
gqa-node-properties
Public
Recalling node properties from a knowledge graph
ai graph tensorflow attention graphml
Python
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The Unlicense
•9•20•1•5•Updated Sep 23, 2022Sep 23, 2022
multiple-tasks
Public
Exploration into using one set of parameters across multiple tasks
Python
•1•3•0•3•Updated Jun 1, 2021Jun 1, 2021
BigGAN-TPU-TensorFlow
Public
TPU enabled Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
Python
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MIT License
•13•34•3•0•Updated Feb 16, 2021Feb 16, 2021
synthetic-graph-data
Public
Synthetic data generation for graph ML experiments
Python
•
MIT License
•8•23•0•0•Updated Feb 10, 2021Feb 10, 2021
compare_gan
Public
Fork of google's compare_gan. Includes more configurations and David's hacks
Python
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Apache License 2.0
•3•3•0•0•Updated Apr 8, 2019Apr 8, 2019
learning-rate-finder-tensorflow
Public
Implementation of learning rate finder in TensorFlow
tensorflow exponential learning-rate lr-finder exponential-decay octavian-ai
Python
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The Unlicense
•5•12•0•0•Updated Mar 4, 2019Mar 4, 2019
mac-graph
Public
The MacGraph network. An attempt to get MACnets running on graph knowledge
ai graph tensorflow ml population pbt machine-reasoning macnet clegr
Python
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The Unlicense
•21•116•0•0•Updated Feb 11, 2019Feb 11, 2019
shortest-path
Public
Finding shortest paths with Graph Networks
Python
•
The Unlicense
•33•106•3•0•Updated Jan 7, 2019Jan 7, 2019
clevr-graph
Public
CLEVR graph: A dataset for graph based reasoning
Python
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The Unlicense
•24•126•0•0•Updated Dec 13, 2018Dec 13, 2018
english2cypher
Public
A model to transform english into Cypher queries, based off the CLEVR-graph dataset
machine-learning ai graph seq2seq cypher clevr-graph
Python
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The Unlicense
•20•76•8•0•Updated Aug 7, 2018Aug 7, 2018
neural-graph-memory
Public
A neural graph memory module
neural-network graph tensorflow ml
Python
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The Unlicense
•1•2•0•0•Updated Jul 5, 2018Jul 5, 2018
learning-rates-cifar10
Public
Testing the affect of different learning rates on the CIFAR 10 task
machine-learning ai tensorflow cifar10 octavian
Python
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The Unlicense
•1•2•0•0•Updated Jun 27, 2018Jun 27, 2018
genetic-curriculum
Public
Curriculum training a Differentiable Neural Computer using Population Based Training
genetic-algorithm neural-turing-machines gnc population-based-training
Python
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Apache License 2.0
•1•6•0•0•Updated Jun 12, 2018Jun 12, 2018
article-0
Public
Basic example of prediction from graph data
Python
•
MIT License
•10•23•0•1•Updated May 21, 2018May 21, 2018
article-1
Public
Review prediction with Neo4j and TensorFlow
neo4j tensorflow neo4j-graph-data review-prediction
Python
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MIT License
•12•23•0•0•Updated May 1, 2018May 1, 2018
article-1-extended
Public
Article 1 code with bonus Population Based Training support
neo4j tensorflow population-based-training review-prediction
Python
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MIT License
•2•2•0•0•Updated Apr 23, 2018Apr 23, 2018
learning-rates
Public
How optimizer and learning rate choice affects training performance
ai deep-learning optimizer hyperparameters learning-rate
Python
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The Unlicense
•8•21•0•0•Updated Apr 12, 2018Apr 12, 2018
experiments
Public
Experiments in machine learning on graph databases
machine-learning research neo4j graph-database
Python
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MIT License
•3•14•0•0•Updated Feb 6, 2018Feb 6, 2018