tiffen Goto Github PK

pykg2vec

Python library for knowledge graph embedding and representation learning.

pyspark-recommendation-demo

movie recommendation demo using collaborative filtering and lfm(spark mllib ALS)

pyspark-tutorial

PySpark-Tutorial provides basic algorithms using PySpark

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-machine-learning-algorithm

Python-Machine-Learning-Algorithm

python-offer

《剑指Offer》面试题Python实现

python-string-similarity

A library implementing different string similarity and distance measures using Python.

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

pytorch-fm

Factorization Machine models in PyTorch

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_chinese_lm_pretrain

pytorch中文语言模型预训练

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

qa-survey

北航大数据高精尖中心研究张日崇团队对问答系统的总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TabletQA）和基于视觉的问答系统（VisualQA），每类系统分别对学术界和工业界进行总结。

qa_match

A simple effective ToolKit for short text matching

qaonmilitarykg

QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。

qasystem

Intelligent Q&A system（第七届中软杯，智能问答系统）

qasystemonmedicalgraph

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

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。

query_analysis

自然语言处理（NLP） 语句抽取

query_intent

Identifying and refining intent terms in e-commerce queries

querygeneration

queryrewrite

question-pairs-matching

第三届魔镜杯 智能客服问题相似性算法设计 第12名解决方案

quick_sentence_transformers