Sam Lerman's repositories

ExplainingInteractions

Presented at ICCV, 2021 https://arxiv.org/abs/2006.08601

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DiseaseModeling

Predicts timelines of disease progression and learns top baseline predictors for neurodegenerative disease—top 3 award recipient of PPMI Data Challenge hosted by Michael J. Fox Foundation for Parkinson's Research. Simulates Future Severity, Rate of Progression, and Time Until Symptom Onset.

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DiseaseModelingWebApp

A simple-to-use prognosis tool custom Web App for clinicians and patients. Leverages extensive clinical data and machine learning to predict a patient's disease progression. [University of Rochester Center for Health and Technology, 2018, Created by Sam Lerman]

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EmpathyLearner

A simulation environment for studying “human empathy” (in the context of Pong). A third paddle is given complete free-range over its position and orientation on the board. A paddle’s colors represent its emotions, ranging across the whole RGB spectrum. The challenge is for this third paddle to empathize with (and learn to help) the player paddle through inverse RL.

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TwitterDataCollector

A web app for collecting Twitter data with GNIP that works natively in desktop and mobile browsers, runs on a custom Flask/Python server, and allows the user to quickly and easily retrieve historic Twitter data specific to any time frame, location, and keyword(s). Effectively serves as a streamlined UI for GNIP's Historical PowerTrack API.

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XRDs

Classifying crystal structures and space groups from XRDs with deep learning.

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BrokenWisdoms

To read the ongoing true story, please click the leftmost links on this page. Warning: this is dark. "Philosophy" opens a different folder of links.

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DramaHouseWebsite

Drama House is a residence community for students involved in theatre at the University of Rochester, 595 Fraternity Road. This is the official Drama House website, programmed by Drama House Webmaster, Sam Lerman.

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Eclectic-Mem

Efficient Contrastive Learning And Episodic Control By Traversing Iteratively Through Concepts In Memory

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GameLibrary

CRUD web interface for interacting with Postgresql database. Made for Database Systems at University of Rochester.

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OthelloWebApp

A web-based Othello board game that works natively in all browsers and on all devices. Hand-built AI for the game runs on a custom Java servlet using alpha beta pruning to look ahead a configurable depth. GUI is implemented from scratch with jQuery and LESS.

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PersonalWebpage

My personal webpage for the CS graduate department at the University of Rochester.

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PredictingRestaurantViolations

Data organization/cleaning, stats, and predictive modeling for restaurant violations in Las Vegas.

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SamShell

A Unix shell written in C that supports foreground and background multiprocessing, pipes, and signal handling.

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Teaching

MNIST teaching template & conceptual diagrams.

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UnifiedML2old

Unified Library For Intelligence Training.

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UnifiedMLold2

Unified library for intelligence training.

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UnifiedRL

Unified library for reinforcement learning.

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yin_ampersand_yang

Sarcasm not withstanding

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