项目作者: las33

项目描述 :
Credit risk analysis using a multilayer perceptron
高级语言: Jupyter Notebook
项目地址: git://github.com/las33/Credit-Risk-Analysis.git
创建时间: 2018-09-30T19:42:21Z
项目社区:https://github.com/las33/Credit-Risk-Analysis

开源协议:

下载


Credit-Risk-Analysis

A project for the Neural Networks discipline mentored by Prof. Dr. Germano Vasconcelos (http://www.cin.ufpe.br/~gcv/web_lci/germano.html) at Centro de Informática, UFPE, Brazil (cin.ufpe.br). Using mlp to classifier samples as either good or bad in credit risk analysis context.

Stack used in this project

  1. numpy
  2. pandas
  3. keras (using MLP model)
  4. matplotlib

Dataset

Link to folder

Some Results

To achieve good results different mlps configurations were tested
results