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cleanlab-1

学习cleanlab的源码实现

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

course-v3

The 3rd edition of course.fast.ai

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

credit-risk-modeling

Credit Risk Model using R and SAS

credit-risk-modeling-1

We are going to work with applicants credit database with SAS language

credit-scoring-data-sets

These common credit score data sets are collected to empirical evaluations, and I will update dynamically.

credit_rick_predict

DataCastle - 融360用户贷款风险预测

credit_risk

This is a SAS project about credit risk based on data in Canadian banks

credit_risk_data_analysis

creditrating-featureselection-gaw

Feature Selection for Credit Scoring using Genetic Algorithm Wrapper(Information Gain)

creditriskloanvehicle

Logistic Regression model applied to a vehicle loan dataset

datacastle-360

datacastle 金融预测大赛 线上第六

datatable

A Python package for manipulating 2-dimensional tabular data structures

dcic2023-fraud-risk-identification

本赛题旨在运用有效的金融科技和大数据系统，分析涉赌涉诈资金交易新方式，持续优化风险监测模型，通过赛题提供的涉赌涉诈黑名单、白名单及用于训练的相关交易流水数据集，构建涉赌涉诈账户算法识别模型，全面排查存量风险。A榜排名11/1594，B榜排名13/1594。

debit-card-segmentation

A compilation of SAS codes and results related to a debit card customer segmentation project

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

enlighten-apply

Example code and materials that illustrate applications of SAS machine learning techniques.

ensemble-binary-classification

An Ensemble Learning Approach to Binary Classification.

ensemble-binning-bagging-boosting

entropy_based_binning

Entropy based binning of discrete variables.

explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

factor_analyzer

A Python module to perform exploratory factor analysis.

faker_credit_score

Credit Score Provider for the Faker Python Project. Use this to generate fake but realistic-looking consumer credit scores aligning to the most prevalent risk models (FICO, VantageScore, etc.)

fe4ml-zh

:book: [译] 面向机器学习的特征工程

feature_engine

Feature engineering package with sklearn like functionality

featuretools

An open source python library for automated feature engineering

fico

Reverse engineering of the FICO algorithm

financialengineering_ir_xva

gbdt_lr

广告点击率(CTR)预测经典模型 GBDT + LR 理解与实践（附数据 + 代码）