Pinned Repositories
bd-tree
deep-learning-keras-tensorflow
# Deep Learning with Keras and Tensorflow
DNN_Lab_UPF
Code for the Deep Neural Network seminar at UPF
GRU4Rec
GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.
hgru4rec
Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
pandas-tutorial
Material for the pandas hands-on at UPF
playlistrec
recsys-course-2016-pub
Course on Recommender Systems 2016 - Politecnico di Milano
sars_tutorial
Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018
mquad's Repositories
mquad/sars_tutorial
Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018
mquad/hgru4rec
Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"
mquad/recsys-course-2016-pub
Course on Recommender Systems 2016 - Politecnico di Milano
mquad/DNN_Lab_UPF
Code for the Deep Neural Network seminar at UPF
mquad/deep-learning-keras-tensorflow
# Deep Learning with Keras and Tensorflow
mquad/playlistrec
mquad/GRU4Rec
GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.
mquad/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
mquad/pandas-tutorial
Material for the pandas hands-on at UPF
mquad/bd-tree
mquad/Crepe
Character-level Convolutional Networks for Text Classification
mquad/hed-dlg-truncated
Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)
mquad/homework
Imitation Learning Homework 1
mquad/hred-qs
Hierarchical Recurrent Encoder Decoder for Query Suggestion
mquad/implicit
Fast Python Collaborative Filtering for Implicit Datasets
mquad/keras-contrib
Keras community contributions
mquad/libfm
Library for factorization machines
mquad/mquad.github.io
My personal webpage
mquad/recordlinkage
A toolkit for record linkage and deduplication written in Python
mquad/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
mquad/rl_book_code
Code exercises from Sutton and Barto's Introduction to Reinforcement Learning
mquad/spotlight
Deep recommender models using PyTorch.
mquad/unbiased-implicit-rec
(WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"
mquad/word-rnn
Recurrent Neural Network that predicts word-by-word
mquad/www-15-tutorial
Materials for the WWW 2015 tutorial on online experiments for computational social science