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pygdebias

Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms

pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyro

Pyro is an algorithm to detect approximate keys and functional dependencies in relational datasets.

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

pytorch_rvae

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

rapidmatch

Source code and datasets of "RapidMatch: A Holistic Approach to Subgraph Query Processing", accepted by VLDB'21 - By Shixuan Sun, Xibo Sun, Yulin Che, Prof. Qiong Luo, and Prof. Bingsheng He

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

rdgcn

Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.

reasoning-on-graphs

Official Implementation of "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

rebl

Entity linking of a JSON lines collection

refexternalkg

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"

sawfish

sIND Discovery

scalablevectorsearch

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.

shortcourses

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

sosd

A Benchmark for Learned Indexes

sparker

SparkER: an Entity Resolution framework for Apache Spark

stellargraph

StellarGraph - Machine Learning on Graphs