Audrey-Anne Guindon's repositories
NeurIPS_2019
[Re] Exact Combinatorial Optimization with Graph Convolutional Neural Networks
deep-learning-project
Survey on the diversity problem in deep learning dialogue systems
audreyanneguindon.github.io
https://audreyanneguindon.github.io/
deep-learning
Deep Learning Homework
aaai_melding_code
Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
clusternet
Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
fultr
final code for fultr
generative-recommenders
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks
movielens-imdb-exploration
Data exploration of MovieLens and IMDb datasets to create Movinder. Movie recommendation system for a group of people.
PySCIPOpt
Python interface for the SCIP Optimization Suite
pytorch-chatbot
Pytorch seq2seq chatbot
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
traveltimeHMM
Travel time prediction from GPS points using an HMM
VariationalSeq2Seq
A pytorch implementation of "Latent Variable Dialogue Models and their Diversity"