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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

coreference-resolution-research

References to Kaggle Competition - Gendered Pronoun Resolution

drugrepurposing

Notebooks and discussions about applying machine learning to explainable drug repurposing

drum

DRUM end to end differentiable rule mining on knowledge graphs

edinburgh-prolog

Tutorial and Exercise

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

github-markdown-toc

Easy TOC creation for GitHub README.md

gpfl

GPFL - Learning logical rules from knowledge graphs.

graph-mining-toolchain

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

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

lectures

Oxford Deep NLP 2017 course

libfm

Library for factorization machines

link-prediction-experiment-results

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

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

path-ranking-algorithms

Repository for the Path-Ranking Algorithm

pgmpy

Python Library for Probabilistic Graphical Models

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

relnn

RelNN is a novel first-order deep neural model for relational learning.