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Chloe Hsu's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cooking icon cooking

Cuisine classification based on recipe ingredients. Using bag of words + logistic regression + random forest.

curve-smoothing icon curve-smoothing

Curve smoothing with conformal curvature flow and high-pass Laplacian filter.

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

floraefz icon floraefz

A flora project recording ~100 plants in HSEFZ school campus

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

inpainting icon inpainting

Image inpainting (hole-filling) based on global gradient statistics. The program samples a distribution of gradient magnitude and pairwise gradient angle, and fills the hole with simulated annealing.

ldseig icon ldseig

Linear dynamical system eigenvalue identification

moma icon moma

MoMA Acquisition Heatmap: a visualization of artist nationality in Tableau.

nanoparticle icon nanoparticle

Machine learning project for predicting nanoparticle geometry from emissivity spectra.

retailgas icon retailgas

Predict weekly retail gas prices. Compared three models: multivariate rolling regression, ARIMA, and logistic regression.

seals icon seals

Solving high dimensional HJB equation using tensor decomposition

seals_python icon seals_python

Python version of the SeALS (Sequential ALS) algorithm.

unirep icon unirep

UniRep model, usage, and examples.

weierstrass icon weierstrass

2D elasticity energy minimizer via Weierstrass representation (MATLAB code based on http://igl.ethz.ch/projects/bbw/)

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