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Audrey-Anne Guindon's Projects

aaai_melding_code icon aaai_melding_code

Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"

blackbox-backprop icon blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

clusternet icon clusternet

Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"

cntdn icon cntdn

Solvers for the countdown letter and number games.

cockroach icon cockroach

CockroachDB - the open source, cloud-native SQL database.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

learn2branch icon learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

movielens-imdb-exploration icon movielens-imdb-exploration

Data exploration of MovieLens and IMDb datasets to create Movinder. Movie recommendation system for a group of people.

neurips_2019 icon neurips_2019

[Re] Exact Combinatorial Optimization with Graph Convolutional Neural Networks

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pyscipopt icon pyscipopt

Python interface for the SCIP Optimization Suite

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

variationalseq2seq icon variationalseq2seq

A pytorch implementation of "Latent Variable Dialogue Models and their Diversity"

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