houzw

Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

OpenEA

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

WordSeg

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

nlp_notes

自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署

KgCLUE

KgCLUE: 大规模中文开源知识图谱问答

TextMatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

PyGRF

dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

rdflib-neo4j

RDFLib Store backed by neo4j + n10s

wikidb

WikiDB: Build a DB (key-value store - LMDB style) from Wikidata dump

dbpedia-lookup

A generic entity retrieval service for linked data. Contains presets to replicate the DBpedia Lookup service.

geosparql-dggs

An implementation of GeoSPARQL's Simple Features SPARQL functions for AusPIX Discreet Global Grid System (DGGS) geometries, as per GeoSPARQL

KBQA-demo

A simple movie related KBQA project

QASystemOnMedicalKG

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

KBQA-for-Diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

morph-kgc

Powerful RDF Knowledge Graph Generation with RML Mappings

autolabel

Label, clean and enrich text datasets with LLMs.

rmlmapper-java

The RMLMapper executes RML rules to generate high quality Linked Data from multiple originally (semi-)structured data sources

SDM-RDFizer

An Efficient RML-Compliant Engine for Knowledge Graph Construction

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

pyrml

pyRML is a Python based engine for processing RML files. The RDF Mapping Language (RML) is a mapping language defined to express customized mapping rules from heterogeneous data structures and serializations to the RDF data model. RML is defined as a superset of the W3C-standardized mapping language R2RML, aiming to extend its applicability and broaden its scope, adding support for data in other structured formats.

ODM

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

geohash-java

Implementation of GeoHashes in java. We try to be/stay compliant to the spec, as far as possible.

geohash-poly

NeuralKG

[Tool] For Knowledge Graph Representation Learning