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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

attributed-graph-data

Attributed graph datasets with ground truth clusters

bert-pytorch-chinese-textclassification

Pytorch Bert Finetune in Chinese Text Classification

code-sample

Community Detection Algorithm using Label Propagation (Multithreading with Java)

dcdmcs

Distributed Collective Dynamic Modeling & Clustering System

deep-learning-walkthrough

Slides showing a walkthrough of the tutorial by kozyrkov and bkungfoo available at github.com/google-aai/sc17.

gat2vec

representation learning on attributed graphs

gephi-plugins-label_propagation

A gephi plugin that offers an implementation for several LPA-based graph clustering algorithms.

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

jjwxc_author_rank

各种算法评估绿晋江 http://www.jjwxc.net 作者排名

kevinpro-nlp-demo

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

knowledge-graph-embeddings

Implementations of Embedding-based methods for Knowledge Base Completion tasks

knowledgegraphcourse

东南大学《知识图谱》研究生课程

ldagibbssampling

Open Source Package for Gibbs Sampling of LDA

mastering-python-for-finance-second-edition

Mastering Python for Finance – Second Edition, published by Packt

network-embedding-resources

Network Embedding Survey and Resources

nlp_workshop_dhs18

Contains code and presentation for our full day workshop, 'Getting Started with Natural Language Processing'. This is created for the purpose of being presented in Analytics Vidhya's DataHack Summit 2018. Authors: Dipanjan Sarkar & Raghav Bali

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

patentsberta

PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT

pymachinelearning

python 3 实现的机器学习基本算法集合

rspapers

Must-read papers on Recommender System.

sirius

snabook

Code for "Social Networks for Startups"

text-analytics-w-python

Source code for 'Text Analytics with Python' by Dipanjan Sarkar

top250movie_douban

TOP250豆瓣电影短评：Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型

weibospider

新浪微博爬虫，用python爬取新浪微博数据

zhihu_spider

知乎爬虫