huangxianyang Goto Github PK

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

apply_score_card

chimerge

对数据框中的某个变量进行有监督的分箱操作

cortex

Build machine learning APIs

creditmodel

信用评分模型

customer_positioning_analysis

数据集来源于UCI,为2009-2016年某商业银行部分客户数据,主要包括用户基本信息,资产状况,历史交易信息,是否购买了该理财产品等信息,根据现有信息,基于SAS Base分析,提取有价值信息供市场决策以及预测哪些新用户会购买该理财产品.

custriskscore

base of FastAPI

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

defs_feature_ml

deep feature for training ml

dtreeviz

A python library for decision tree visualization and model interpretation.

feature-selection

Features selector based on the self selected-algorithm, loss function and validation method

feature-selector

Development and implementation of the feature selector

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

imagerecognization

keras

Deep Learning for humans

lendingclubfraudmodel

lgb-lr-score

lightgbm+lr评分模型, 并基于贝叶斯调参方法.

lianjiaershoufang

machine-learning-product

一个完整的机器学习项目生产环境部署

machinelearning

监督学习,无监督学习,数据预处理, 模型评估与改进,管道构建

phone_addtion

根据以往的电话外呼数据以及用户数据信息，提取有价值信息，完成数据分析报告,构建预测模型,提交部署,应用于现有存量用户,下采样,逻辑回归模型召回率87%。

predicting-loan-repayment-with-automated-feature-engineering-in-featuretools

通过Featuretools自动特征工程预测贷款偿还

pylimit

给python的动态特性加上可选的约束

risk-management-note

🧯风险控制笔记，适用于互联网企业

risk-model

风险评分卡全流程建模

score_card_model

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

vintage_predict

vintage趋势预测

woe

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating