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Univeristy of Illinois Urbana-Champaign
- Champaign IL
Highlights
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RobustEnsemblePrompting
RobustEnsemblePrompting PublicOur aim is to improve adversarial robustness via an input which consists of multiple differently-perturbed variants of the original input, hopefully trading-off computation cost rather than accurac…
Jupyter Notebook
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Selvin-Lab-Fluorophore-Identification
Selvin-Lab-Fluorophore-Identification PublicCreating machine learning models for classifying fluorophores in single-molecule localization microscopy (SMLM) using the point spread functions (PSFs) and other potential information-carrying metr…
Jupyter Notebook 2
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Selvin-Lab-qPAINT-Segmentation
Selvin-Lab-qPAINT-Segmentation PublicProcessing and analyzing clusters of AMPAR receptors generated from single-molecule localization microscopy (SMLM) for Gloria Lau's research at Selvin Lab UIUC.
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Quantum-Computer-Simulator
Quantum-Computer-Simulator PublicBuilding a quantum computer simulator for a class at UIUC. Capable of simulating a quantum computer running Shor's algorithm on n qubits.
Jupyter Notebook 1
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Mammogram-Classification
Mammogram-Classification PublicSelf-guided final project for UIUC's BIOE 485: Computation Mathematics for Machine Learning and Imaging. Attempting to classify breast cancer from mammogram images. Note that we didn't have much ti…
Jupyter Notebook
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Historic-ML-Techniques
Historic-ML-Techniques PublicLearning a few historical techniques for machine learning for a class at UIUC: Gibbs sampling, Hopfield networks, restricted boltzmann machines
Jupyter Notebook
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