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actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

alframework

主动学习（Active Learning）框架，实现了多个主动学习策略，包括：熵（Entropy）、最大梯度改变（ECG）等。

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

alpha-insurance

Looking for factors indicating fraud using insurance claims data.

amazon-sagemaker-healthcare-fraud-detection

Healthcare fraud detection using PCA based anomaly detection on multivariate data.

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

batchbald

Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

big-data-medicare-fraud-detection

4 different Big Datasets joined to get single table for final data analysis. Fraud Detection by taken consideration of different key features with applying different Machine Learning Algorithm to see which one performs better.

big_data_medical_care_fraud_detection

bigcn

Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020

capstone_healthcare_fraud

chainladder

Claims reserving models in R

chainladder-python

Actuarial reserving in Python

claims-management-joe

Replication package, Farbmacher, Löw, Spindler, Journal of Econometrics, 2021

cms-fraud-detection

Fraud detection algorithm using Autoencoders and Stacked Autoencoders to detect fraudulent physicians in CMS Part B claims data

cms-medicare-data-fraud-detection

CMS Medicare Fraud Detection

coeci-cms-healthcare-fraud-prevention

The Healthcare Fraud Prevention Partnership (HFPP) through United States Centers for Medicare & Medicaid Services (CMS) in collaboration with NASA’s Center of Excellence for Collaboration (CoECI), Harvard, and TopCoder developed software that supports a data exchange network that enables healthcare insurance-paying entities in both the public and private sector to safely and securely share information for purposes of prevention and detection of fraud, waste and abuse across partners.

deeptriangle

DeepTriangle: A Deep Learning Approach to Loss Reserving

fraud-analysis

Insurance fraud claims analysis project

gaal-based-outlier-detection

GAAL-based Outlier Detection

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

graph-fraud-detection-papers

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

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

healthcarefrauddetection

insurancefrauddetection

kindle-

maozedonganthology

***选集

mortality_modeling

Multi-Population Mortality Modeling With Neural Networks

neuralnetworkdoubleodp

pythondatascience-collections

最全数据分析资料汇总（含python、爬虫、数据库、大数据、tableau、统计学等）