zbbnxl's starred repositories
location_clustering
用户地理位置的聚类算法实现—基于DBSCAN和Kmeans的混合算法
Customer-Credit-Score-Card-C-Card
主要是了解风控业务，并掌握基本的信用评分卡建模流程
Credit-card-user-loyalty-rating-prediction
信用卡用户忠诚度评分预测-基于两阶段建模
credit-scorecard-acard
基于评分卡的贷前用户信用风险预测
The_Wheels
各种轮子，方便重复使用，懒得每次都要动手写
rating-prediction-on-gps
A data mining application that helps mobile app developers develop strategies to achieve high app scores, focusing on the challenges of attracting user interest.
practical_statistics
了解如何将推论统计和概率应用于重要的现实场景，例如分析A / B测试和构建监督学习模型。
data-analysis-in-examples
Set of notebooks complementing medium.com articles
llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
10kinds-light-face-detector-align-recognition
10种轻量级人脸检测算法的比拼，其中还包含人脸关键点检测与对齐，人脸特征向量提取和计算距离相似度
feature_eda
整理所有特征工程用到的方法，为了复用
reject-inference-lendingclub
reject inference, machine learning
Credit_Risk_Model_VIX_ID-X_Partners
The objective project is to decrease the company's losses by up to 30% through bad loans by creating a machine learning system to assist in automating loan assessments
TextClassifierMLAndDLByBertOrFastnlpDemo
以京东评论作为数据集，使用常见的机器学习算法如KNN、SVM、逻辑回归、贝叶斯、xgboost等等算法进行分类。使用深度学习中的CNN、RNN、CNN和RNN连接、Bi-GRU、bert模型进行分类。使用fastnlp的框架搭建文本分类。
churn-prediction-modeling
Customer churn prediction modeling using XGBoost, LightGBM, CatBoost, and SVM
Employee_Churn_Prediction
In this project, we aim to leverage various machine learning and deep learning techniques to develop a predictive model for employee churn, ultimately assisting organizations in identifying at-risk employees and devising effective retention strategies.
risk-management-note
🧯风险控制笔记，适用于互联网企业
team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
Home-Credit-Default-Risk
In this project we try to predict home credit default risk for clients. We try to predict, if the client will have payment difficulties or not.
data_analysis
这是一个关于数据分析的Repo。
mlcourse.ai
Open Machine Learning Course