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Mycal Tucker's Projects

biascda icon biascda

Mitigating Gender Bias by Counterfactual Data Augmentation

csn icon csn

Code for Concept Subspace Networks (CSN)

ec-nl icon ec-nl

inking Emergent and Natural Languages via Corpus Transfer

embo-github-mirror icon embo-github-mirror

A Python implementation of the Information Bottleneck analysis framework (Tishby, Pereira, Bialek 2000), especially geared towards the analysis of concrete, finite-size data sets. **GitHub mirror**: development happens at https://gitlab.com/epiasini/embo

firm-ompl icon firm-ompl

C++ FIRM implementation using OMPL as a backend

gitignore icon gitignore

A collection of useful .gitignore templates

ib_xai icon ib_xai

Code for ''An Information Bottleneck Characterization of the Understanding-Workload Tradeoff in Human-Centered Explainable AI'' by Lindsay Sanneman*, Mycal Tucker*, and Julie Shah at FaCCT 2024

ic3net icon ic3net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

marl-ae-comm icon marl-ae-comm

PyTorch implementation for all models and environments in the paper "Learning to Ground Multi-Agent Communication with Autoencoders"

parole icon parole

Analysis of parole hearings in NYC, based on initial code from https://github.com/rcackerman/parole-hearing-data

pplm icon pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

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