Discover @nmichlo Open Source projects

Nathan (@nmichlo)

nmichlo

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Registered over 7 years ago
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Location 🇿🇦 South Africa
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disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

ruck

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

lightning-nca

🦠⚡️ Neural Cellular Automata (NCA) implemented with PyTorch Lightning

eunomia

📜 A sane but flexible configuration framework inspired by Hydra config, with yaml and pythonic backends.

stretched

🐍📏 Python flexbox layout engine bindings for Stretch 🔗

doorway

🚪 Essential utilities for working with files. Including easy downloading, fast hashing, stale file detection, dataset sharding, proxy downloading, file renaming

rldm-2022-sequential-states

⏱🏃 Additional resources for "Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning" submitted to RLDM 2022

msc-research

🎓 Repository containing all the research for my MSc. "Disentanglement Using VAEs Resembles Distance Learning and Requires Overlapping Data" 📜 This repo is an old fork of the disent framework that contains the original research code in its final state!