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2018-tencent-social-advertising-algorithm-contest

auc 0.772229/top 11

2019-bdci-financialentitydiscovery

2019 BDCI互联网金融新实体发现

2022_finvcup_baseline

al-learning

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

baidunetdiskplugin-macos

For macOS.百度网盘 破解SVIP、下载速度限制~

bdci2019-sentiment-classification

CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案

belief-propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

bert-pytorch

BERT 源码阅读

books

常用书籍

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

ccks2021-track2-code

“英特尔创新大师杯”深度学习挑战赛 赛道2：CCKS2021中文NLP地址要素解析

ccks2021-track3-top1

ccks2021_track3_baseline

a baseline to practice

competition-baseline

数据科学竞赛各种baseline代码、思路分享

cptn-crnn

credit-scoring-regression

消费者人群画像—信用智能评分比赛开源

cs224w_winter2021

CS224W Stanford Winter 2021 Homework solutions

data-analysis-1

资料分享

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

dgfraud

A Deep Graph-based Toolbox for Fraud Detection

feature-engineering-handbook

A practical feature engineering handbook

feature-selection

Features selector based on the self selected-algorithm, loss function and validation method

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

graph-fraud-detection-papers

A curated list of fraud detection papers using graph information or graph neural networks

graphembedding

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

icdm2022_competition_3rd_place_solution

3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs