stanley's repositories
PyData-Pseudolabelling-Keynote
Accompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)
BlueSky-AI
Wildfire prediction with machine learning. BridgeHacks Hackathon Winner (July 17-20, 2020)
COVID-ResNet
COVID-19 diagnosis using Deep Convolutional Neural Networks in Tensorflow. High performance, resource intensive model.
IOhackHackathon2020
2020 I/OHack Pandemic Hackathon (PopQ!)
drought-watch
Drought Watch foleage prediction. HackCamp 2020 TECK prize winner
COVID-GoogleNet
COVID-19 diagnosis using Chest-x rays using Deep Convolutional Neural Networks in Pytorch using limited resources
ignitionhacks
Ignition Hacks 2020 (Aug 20-22) 1st overall using roBERTa and pseudolabelling
Global-Wheat
Kaggle - Global Wheat 73rd place training pipelines and inference notebooks
Kaggle-Competitions
Submissions for various Kaggle competitions. All submissions placed in the top 10% of competitors.
bridgehacks
Bridgehacks DCP 2021 submission
stanleyzheng.ca
My personal website.
alloy
High-performance, well-tested & documented core libraries for Ethereum, in Rust
alloy-2
Transports, Middleware, and Networks for the Alloy project
hash-crush
An cryptographic approach to anonymously tell your crush you like them.
web3.py
A python interface for interacting with the Ethereum blockchain and ecosystem.