slerman12
University of Rochester PhD student, Artificial Intelligence. My profile picture is somewhat outdated
Rochester, NY
Pinned Repositories
BINs
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.
Builder
BuildingBlocks
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.
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]
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.
ExplainingInteractions
Presented at ICCV, 2021 https://arxiv.org/abs/2006.08601
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.
XRDs
Classifying crystal structures and space groups from XRDs with deep learning.
slerman12's Repositories
slerman12/ExplainingInteractions
Presented at ICCV, 2021 https://arxiv.org/abs/2006.08601
slerman12/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.
slerman12/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]
slerman12/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.
slerman12/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.
slerman12/XRDs
Classifying crystal structures and space groups from XRDs with deep learning.
slerman12/BINs
slerman12/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.
slerman12/Builder
slerman12/BuildingBlocks
slerman12/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.
slerman12/Eclectic-Mem
Efficient Contrastive Learning And Episodic Control By Traversing Iteratively Through Concepts In Memory
slerman12/GameLibrary
CRUD web interface for interacting with Postgresql database. Made for Database Systems at University of Rochester.
slerman12/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.
slerman12/PersonalWebpage
My personal webpage for the CS graduate department at the University of Rochester.
slerman12/PredictingRestaurantViolations
Data organization/cleaning, stats, and predictive modeling for restaurant violations in Las Vegas.
slerman12/LocalPlasticityMetaLearner
slerman12/SamShell
A Unix shell written in C that supports foreground and background multiprocessing, pipes, and signal handling.
slerman12/Teaching
MNIST teaching template & conceptual diagrams.
slerman12/UMLold
slerman12/UnifiedML2old
Unified Library For Intelligence Training.
slerman12/UnifiedML2old2
slerman12/UnifiedMLold
slerman12/UnifiedMLold2
Unified library for intelligence training.
slerman12/UnifiedRL
Unified library for reinforcement learning.
slerman12/UnifiedRLold
slerman12/yin_ampersand_yang
Sarcasm not withstanding