Christophe Van Gysel

ml-interspeech2022-phi_rtn. Repository accompanying the Interspeech 2022 publication titled "Space-Efficient Representation of Entity-centric Query Language Models" by Van Gysel et al.

pytrec_eval. pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.

sesh. This repository will host the code used in the ICTIR 2016 publication on "Lexical Query Modeling in Session Search".

spud. A lucene implementation of the SPUD language model for document retrieval

pyndri-flask. pyndri-flask is an example application that demonstrates how pyndri can be used to serve an Indri index using Flask.

device_matrix. The device_matrix library is a lightweight, transparent, object-oriented and templated C++ library that encapsulates CUDA memory objects (i.e., tensors) and defines common operations on them.

MatchZoo. Facilitating the design, comparison and sharing of deep text matching models.

cuNVSM. Neural Vector Space Models

SERT. Semantic Entity Retrieval Toolkit

OpenNMT. Open Source Neural Machine Translation in Torch (deprecated)

apt-cyg. Apt-cyg, an apt-get like tool for Cygwin

2017. TREC Core track

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

adcs2015-NTLM. Java

messenger-platform-samples. Messenger Platform samples for sending and receiving messages. Walk through the Get Started with this code. https://developers.facebook.com/docs/messenger-platform/quickstart

cnmem. A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory

tutorial-kb4ir. Resources for the Tutorial on "Utilizing Knowledge Bases in Text-centric Information Retrieval"

hacker-scripts. Based on a true story

fabric. Simple, Pythonic remote execution and deployment.

restricted-boltzmann-machines. Restricted Boltzmann Machines in Python.

spearmint. Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

nolearn. Combines the ease of use of scikit-learn with the power of Theano/Lasagne

theanets. Neural network toolkit for Python

Lasagne. Lightweight library to build and train neural networks in Theano

protobuf. Protocol Buffers - Google's data interchange format

mysqldump-to-csv. A quickly-hacked-together Python script to turn mysqldump files to CSV files. Optimized for Wikipedia database dumps.

word2vec. Word2Vec in C++ 11

arac. C++ library for neural networks.

deep_q_rl. Theano-based implementation of Deep Q-learning

neuraltalk. NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

gitexd-drupalorg. Python

gitexd. Python

Drupal.org-Git-Daemons. Proof of concept Daemons created to prototype Drupal.org's forthcoming git infrastructure and project module integration.