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Feature engineering package with sklearn like functionality

Python 2,173 332 Updated Nov 5, 2025

Scorecard Development in python, 评分卡

Python 775 311 Updated Aug 9, 2024

⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀

Python 975 281 Updated Feb 5, 2020

Banks play a crucial role in market economies. They decide who can get finance and on what terms and can make or break investment decisions. For markets and society to function, individuals and com…

Jupyter Notebook 15 4 Updated Jan 11, 2022

申请评分卡学习项目

Jupyter Notebook 22 12 Updated Jan 26, 2022

建立一个评分卡模型的代码包

Python 206 118 Updated Feb 17, 2019

My solution to House-Prices Advanced Regression Techniques, A beginner-friendly project on Kaggle.

Jupyter Notebook 11 7 Updated May 26, 2022

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Jupyter Notebook 6,572 2,111 Updated Jun 21, 2023

结巴中文分词

Python 34,664 6,733 Updated Aug 21, 2024

基于Python的申请信用评分卡模型分析

Jupyter Notebook 144 67 Updated Oct 30, 2018

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

C++ 27,786 8,827 Updated Dec 24, 2025

A High-level Scorecard Modeling API | 评分卡建模尽在于此

Python 82 31 Updated Oct 10, 2022

A collection of datasets of ML problem solving

R 752 1,932 Updated May 28, 2025

Python code for common Machine Learning Algorithms

Jupyter Notebook 4,526 4,798 Updated Jun 5, 2025

Positive-unlabeled learning with Python.

Jupyter Notebook 244 35 Updated Dec 1, 2025

A curated list of resources dedicated to Positive Unlabeled(PU) learning ML methods.

37 1 Updated Nov 13, 2022

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

Jupyter Notebook 1,288 630 Updated Aug 22, 2022

微信公众号:人工智能大讲堂,专注人工智能底层数学原理与应用,专栏包括线性代数,概率统计,机器学习,深度学习

6 1 Updated Mar 30, 2023

Learning Machine Learning step by step

Jupyter Notebook 16 10 Updated Aug 1, 2021

Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star

3,411 486 Updated Dec 2, 2025

source code of my blogs 😋😋

Jupyter Notebook 409 96 Updated Jul 27, 2025

实现数据科学项目

Jupyter Notebook 8 4 Updated Dec 13, 2022

Jupyter notebooks for teaching/learning Python 3

HTML 6,740 1,830 Updated Jan 4, 2024

【运筹OR帷幄|数据科学】pandas教程系列电子书

Jupyter Notebook 883 252 Updated Oct 17, 2021

Just a little bit......

Jupyter Notebook 35 21 Updated Sep 28, 2023

My blogs and code for machine learning. http://cnblogs.com/pinard

Jupyter Notebook 8,673 3,740 Updated Feb 16, 2024

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

Jupyter Notebook 1,624 574 Updated Jul 18, 2022