avudzor Goto Github PK

research.lpca

This project analyzes the results of various models for Link Prediction on Knowledge Graphs using Knowledge Graph Embeddings. It allows to replicate the results in our work "Knowledge Graph Embeddings for Link Prediction: A Comparative Analysis" (https://arxiv.org/abs/2002.00819). Principal contributor: ANDREA ROSSI (https://github.com/AndRossi)

sa-vae

Semi-Amortized Variational Autoencoders

santext

Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"

sdsl-lite

Succinct Data Structure Library 2.0

selectivity

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

senteval

A python tool for evaluating the quality of sentence embeddings.

sgl-tensorflow

sgl-torch

SGL PyTorch version

shapcounterfactual

Hybrid algorithm based on SEDC and SHAP for computing Evidence Counterfactuals (SHAP-Counterfactual): explaining the model predictions of any classifier using a minimal set of features, such that removing these features results in a predicted class change.

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

sosd

A Benchmark for Learned Indexes

stellargraph

StellarGraph - Machine Learning on Graphs

subgraphmatching

In-Memory Subgraph Matching: An In-depth Study by Dr. Shixuan Sun and Prof. Qiong Luo

survivalcausaltree

survival causal tree

symbi

Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming

tedvae

temporal_misinformation_mitigation

Code for the paper "Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties"

texthide

TextHide: Tackling Data Privacy in Language Understanding Tasks

textrank

TextRank implementation for Python 3.

textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

tf-gnn-samples

TensorFlow implementations of Graph Neural Networks

timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

tli

triage

General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems

updates-leak

The code for our Updates-Leak paper

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022