irokin

Link-Prediction-Experiment-Results

A curated collection of SOTA algorithms on the link prediction task.

GPFL

GPFL - Learning logical rules from knowledge graphs.

RuleHierarchy

Constructing a rule hierarchy based on rules learned from knowledge graphs.

Coreference-Resolution-Research

References to Kaggle Competition - Gendered Pronoun Resolution

Graph-Mining-Toolchain

A curated list of tools for wrangling, analyzing and reasoning on graph-structured multi-relational data.

Path-Ranking-Algorithms

Repository for the Path-Ranking Algorithm

2018-CCF-BDCI--TOP3

参赛者需要根据给出的基金净值、基金业绩比较基准、对应指数行情、基金间相关性等数据，构建模型、算法进行训练。

Alchemy2

DrugRepurposing

Notebooks and discussions about applying machine learning to explainable drug repurposing

DRUM

DRUM end to end differentiable rule mining on knowledge graphs

github-markdown-toc

Easy TOC creation for GitHub README.md

image_classifier_pytorch

An image classifier with >97% accuracy. Classifier utilizes Python, PyTorch, Numpy, Matplotlib, Seaborn, JSON, and PIL.

java-design-patterns

Design patterns implemented in Java

Knowledge-Base-to-Embeddings

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

MavenScripts

Maven scripts/templates for project management

MOA

neo4j-apoc-procedures

Awesome Procedures On Cypher for Neo4j 3.x - codenamed "apoc"                     If you like it, please ★ above ⇧            

neo4j-graph-algorithms

Efficient Graph Algorithms for Neo4j

Neo4j-RemoteGraphDownloader

Download remote Neo4j database via Bolt protocol

Neo4j-Rephetio

Neo4j-native Implementation of Rephetio - Creating Metapath for Link Prediction

neosemantics

Connecting connected data: Importing RDF into Neo4j & exposing the LPG in Neo4j as RDF. Model mapping, inferencing and more....

NLP-Exercises

A series of hands-on NLP projects

pykg2vec

Python library for knowledge graph embedding and representation learning.

pyswip

PySWIP is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.

relationPrediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

RFGB

Developing gradient boosting for relational data

RotatE

SentimentAnalysis

A sentiment analysis solution on tweets

textflint

Text Robustness Evaluation Platform

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow