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代码段01-共享

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a-survey-of-deep-causal-models-and-their-industrial-applications

coding-interviews

The contents of preparing for data structures and algorithms ( Coding Interviews/LeetCode )

data_mining_competition

我的数据挖掘比赛打怪之路

didi-causal-ml-intern

dl-algorithm-summary

深度学习总结，包含基础知识、目标检测、目标跟踪、目标分类，深度学习八股文，相关竞赛等

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

five-year-algorithm-interview-three-year-simulation

算法岗笔试面试大全，励志做算法届的《五年高考，三年模拟》！

jd331

kdd23_efin

Experiments codes for SIGKDD '23 paper "Explicit Feature Interaction-aware Uplift Network for Online Marketing"

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

machinelearningfaq

机器学习八股文

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)

paddlenlp

Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.

paper_causalinference_abtest

因果推理&AB实验相关论文小书库

self-llm

《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合**宝宝的部署教程

tianchi_loaddefault

大家好，我是coggle开源小组成员 庐州小火锅，这篇文章将会介绍天池学习赛贷款违约预测的TOP6单模方案（具体介绍见我的csdn：），现附上比赛链接天池学习赛贷款违约预测.https://tianchi.aliyun.com/competition/entrance/531830/introduction 本次分享内容普遍适用于数据挖掘，金融风控比赛，相应长期赛刚刚开始，希望能给大家一点启发。因数据较大，没有上传，需要可以私聊我邮箱发送。 代码运行需要新建user_data,feature文件夹放置中间文件，生成结果见user_data中的xgb.csv。

xgboost-parameter

XGBoost 实战调参