NEC Laboratories Europe

tf-imle

Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation

microbiome-mvib

Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022

n3ic-nsdi22

st_tau

This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence & Niepert, ICLR 2021).

KGEval

A framework for evaluating Knowledge Graph Embedding Models in a fine-grained manner.

dccg

gradient-rollback

Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base completion.

jCall

Conveniently create shared libraries for C code from Julia code

BiSon

Code for bidirectional sequence generation (BiSon) for generating from BERT pre-trained models.

interpreting-node-embedding

This repository contains code for the paper 'Interpreting Node Embedding with Text-labeled Graphs' (Serra, Xu, Niepert, Lawrence, Tino & Yao, IJCNN 2021)

resource-usage-forecasting

syslrn-EuroMLSys22

vrain-dataset

benchie

Comprehensive evaluation framework for Open Information Extraction.

KGEval_hierarchy

RE-GCN

This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

RE-Net

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

TANGO

xERTE