Anya Singh's repositories
climate-evidence-synthesis-nlp
screening relevant studies by type of evidence is consuming and repetetive. most research is in written texts so nlp and ml can be used to identify relevant studies and classify them with supervised methods
defective-solar-cell-classification
in the installation and maintenance of solar cells, CNNs can help determine when a cell is defective and classify defective cells on a scale to recommend maintenance measures
discovering-catalysts-with-gnns
Graph Neural Networks to approximate catalyst relaxation to find cost effective catalysts that turn renewable energy into other fuel
metalearning
project has three parts. 1. example behavior of meta-reinforcement learning on two-armed bandit problems. 2. Performance on correlated (blue) and independent (green) bandit problems, compared with performance of standard machine learning algorithms. 3. illustration and comparison of animal to agent behavior over the course of training
nftcredity-hardhat
a project to create, transfer, and certify credentials on chain
projectfund
smart contracts for a platform to fund projects and automatically generate yields off funds.
nft-credify-client
a project to create, transfer, and certify credentials on chain
rust-paint
Canvas drawing desktop app made with rust and react
website-
website++
yield-farming-calculator
LP yield calculator
zk
a simulation of the 3 graph colourability problem