nmichlo Goto Github PK

followers: 28.0 following: 17.0 repos: 24.0 gists: 19.0

Name: Nathan

Type: User

Company: @dragonfruit-ai

Bio: ML engineer with interests in representation learning, computer vision, high performance computing, reinforcement learning, generative art, and clean code

Location: Johannesburg, South Africa

Blog: michlo.dev

Nathan's Projects

bandit-pbt

My research on improving Population Based Training.

datasmith

[WIP] 🔨 Create and convert machine learning datasets

🧶 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

doorway

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

eunomia

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

experiment-normalized-activations

Variance normalising pre-training of neural networks.

farmyard

WIP 🧑‍🌾 Minimal Reinforcement Learning Framework

github-tag-action

A Github Action to tag a repo on merge.

ijcai-2023-overlooked-implications

🎨♟️🚗 Resources for "Overlooked Implications of the Reconstruction Loss for VAE Disentanglement" submitted to IJCAI 2023

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

lightning-nca

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

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!

mscluster-status

💻 Script that checks if the University of the Witwatersrand's Computing Cluster is down and posts the status to Discord. The script should be deployed to AWS Lambda and triggered by EventBridge.

mtg-dataset

🧙‍♀️🃏✨ Magic the Gathering image dataset with automatic multithreaded downloading and optional conversion to HDF5.

mtg-ml

Machine Learning Models for Generating MTG Cards

py-just-upgrade

A fork of pyupgrade intended to selectively choose upgrades and remove some opinionated rules.

rldm-2022-sequential-states

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

ruck

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

scikit-image

Image processing in Python

slipform

pythonflow decorator for generating dataflow graphs using natural syntax. [UNMAINTAINED]

stretched

🐍📏 Python flexbox layout engine bindings for Stretch 🔗

stylegan3

Official PyTorch implementation of StyleGAN3

tonic-config

📜 Tonic is a lightweight configuration framework for Python, combining notable aspects of Gin and Sacred.

uploads

A repo to host random files

nmichlo Goto Github PK

Nathan's Projects

Recommend Projects

Recommend Topics

Recommend Org