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cmsc330-public

Publicly visible materials for UMD course CMSC 330

cmsc828q

uses an evolutionary, non-gradient approach to grow an Atari-playing network

dsrt

High-level library for building and testing neural dialogue systems

lm-sampling

Research on sampling from LMs

lv-nlm

Implementations of recent latent variable neural language models (NLMs).

lv-nlm-he-2019

A repo similar to lv-nlm, based on the code from He et al., ICLR 2019 ("Lagging Inference Networks and Posterior Collapse in Variational Autoencoders").

neural-plm

An implementation of Bengio's 2003 paper "A Neural Probabilistic Language Model"

tpl

ML experimentation based on meterological data collected at the Thomas Point Lighthouse by the National Data Buoy Center (NDBC).

umd-dialogue-research

A family of projects based at the University of Maryland, College Park, focused on developing end-to-end neural dialogue systems