ellisvalentiner / credit-card-fraud Goto Github PK
View Code? Open in Web Editor NEWAnalysis of credit card fraud data
License: MIT License
Analysis of credit card fraud data
License: MIT License
Hi Ellis,
First, thanks for putting your work on GitHub - it has been a challenge to train a neural network on the credit card fraud data set, since most of the networks I've tried insist on being "lazy" and classifying everything as not fraud. It's great to have a working example as a starting point to figure out how to improve what I'm doing.
I was wondering how I can describe the implementation of your network elsewhere (e.g., my data-engineering-scenarios/kaggle-sql-jupyter-keras repository, which is illustrating an SQL-to-Keras data pipeline). Did the SReLU architecture/layer idea originally come from you, or was it mentioned in the Dal Pazollo paper or some other paper?
Of course, your work in implementing it in Keras was ultimately the crucial ingredient, and the important step for helping me get some traction on the problem - so thanks again!
It would be useful to visualize the network weights
i would like to understand what the numbers in the csv file mean as i can only see time amount and class.
i would like to add or modify the transaction results to integrate with the data i have collected and add geo ip and device fingerprint to the equation
thank you so much
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.