GRAAL/GRAIL

poutyne

A simplified framework and utilities for PyTorch

deepparse

Deepparse is a state-of-the-art library for parsing multinational street addresses using deep learning

domain_adversarial_neural_network

Domain Adaptation Representation Learning Algorithm (as published in JMLR 2016)

deepparse-address-data

Multinational Structured Address Data

OfflineRLReadingGroup

Offline Reinforcement Learning Reading Group

domain_adaptation_of_linear_classifiers

Learning algorithm described in "A New PAC-Bayesian Perspective on Domain Adaptation" (see http://arxiv.org/abs/1506.04573)

PAC-Bayes_sample_compress_for_kernel_methods

Learning algorithms introduced in "A PAC-Bayes Sample Compression Approach to Kernel Methods" (ICML 2011)

Compute-Canada-Guidelines

Guidelines on basic usage of Compute Canada's supercomputer resources

graal-poster

Latex poster package of the GRAAL group

majority-vote-bounds

PAC-Bayesian bounds computation related to "Risk Bounds for the Majority Vote [...]" (JMLR 2015)

risc

RISC, an open-source Python package data generator. RISC generates look-alike automobile insurance contracts based on the Quebec regulatory insurance form in French and English.

pytorch-gpu-testing

Small script to test that PyTorch works with the current GPU(s).

Transductive-PAC-Bayes

PAC-Bayesian bounds computation related to "PAC-Bayesian Theory for Transductive Learning" (AISTATS 2014)

graal-website

IP-publishing

Instruction and code to publish your server IP address on reboot.

MinCq

training-framework

A training framework built with Hydra 🐲, Lightning ⚡ and MLflow 🌊

csmd

"Continuous Scale Meaning Dataset" used for "MeaningBERT: Assessing Meaning Preservation Between Sentences"

FCCLC

French Canadian complexity level corpus

graal-containers

Several Dockerfiles supporting our research

graal-utils

Utilitary tools

gs-kernel

The generic string kernel for amino acid sequence comparison

Neural-Network

Neural Netwok compatible version with scikit learn

tcc

Text Complexity Computer (TCC) is a package to compute various complexity metrics on text

icscm

Invariant Causal Set Covering Machine

graal-tikz

Standalone TikZ picture of machine learning figure

MeaningBERT

MeaningBERT: Assessing Meaning Preservation Between Sentences

poutyne-external-assets