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automated-feature-engineering

Automated feature engineering in Python with Featuretools

churn_analysis_sdk

通过游戏埋点数据挖掘进行游戏用户流失分析

codecraft2020

data_science

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

featureselectionga

Feature Selection using Genetic Algorithm (DEAP Framework)

furry-barnacle

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

interview_python

关于Python的面试题

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答

learngit

leetcode-posts

@yukiyama 创作的算法文章，目前共二十余万字，持续新增中。发表数月内，在力扣**收获20w+阅读量，1w+收藏量，近5k点赞量。

levelwordwithfreq

Level Word With Freq

logisticregression

逻辑斯谛回归（Logistic Regression）的python实现，使用牛顿法

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

python

All Algorithms implemented in Python

riskmodelyq

riskmodel

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

scorecard

scorecardpy

Scorecard Development in python, 评分卡

sgl

A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

sgl-torch

SGL PyTorch version

shap

A unified approach to explain the output of any machine learning model.

tianchi-tmall-repeat-buyer-forecast

Tmall repeat buyer forecast competition on Tianchi

varclus

vnpy

基于Python的开源量化交易平台开发框架

woe

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

wtfpython-cn

wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译

xxdscorecard

scorecard developing utilities.