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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

advancepython

python高级编程

annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

blindwatermark

盲水印 by python

chatbotcourse

自己动手做聊天机器人教程

chimerge

对数据框中的某个变量进行有监督的分箱操作

creditcard

信用卡欺诈检验

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

djangoblog

🍺基于Django的博客系统

docker_config

jwplayer

JW Player is the world's most popular embeddable media player.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine_learning

机器学习算法的实现和应用

mxnet-fold

Dynamic Batching with MXNet Gluon

mxonline

在线教育

mxshop

Django REST framework + vue 打造生鲜超市

nlp_course

YSDA course in Natural Language Processing

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

ppd-data-mining

拍拍贷网贷数据挖掘，风控建模

ppd_score

拍拍贷的一个贷款预测比赛，里面用到了信用评分卡相关知识，比如WOE，IV值，卡方分箱，KS值等

python_data_analysis_open_course

公开课--Python数据分析之金融欺诈行为检测

pytudes

Python programs to practice or demonstrate skills.

webpack-demos

a collection of simple demos of Webpack

woe

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

xgboost-smote-detect-fraud

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!