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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++ 27,056 8,784 Updated Jun 26, 2025

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

Jupyter Notebook 24,053 3,387 Updated Jun 27, 2025

Graph Machine Learning course, Xavier Bresson, 2023

Jupyter Notebook 613 98 Updated Aug 27, 2024

自学Python数据分析与机器学习过程中练习notebook的文件,以及自行探索的项目

Jupyter Notebook 4 2 Updated May 9, 2023

1DCNN + LSTM + Self-Attention HAR

Java 16 1 Updated Dec 2, 2021

运筹学相关学习

Jupyter Notebook 1 Updated Feb 18, 2024

中国科学技术大学数学系运筹学(授课老师:杨周旺)运用动态规划方法解决规划问题

MATLAB 5 Updated Nov 9, 2018

运筹学笔记

1 Updated Aug 29, 2021

学习运筹与优化后自己或他人写的python代码

Python 6 Updated May 30, 2023

一些和运筹学有关系的算法

Jupyter Notebook 5 Updated Nov 30, 2021

中国科学院大学 运筹学通论课程相关资料

9 9 Updated Dec 17, 2019

携程大数据比赛-预测航班是否延误:涵盖源代码,以及过程记录

Python 40 16 Updated Sep 13, 2017

XAI - An eXplainability toolbox for machine learning

Python 1,182 180 Updated Oct 30, 2021

Interesting resources related to XAI (Explainable Artificial Intelligence)

R 831 139 Updated May 31, 2022

记录我学习数据挖掘过程的笔记和见到的奇技

Jupyter Notebook 121 32 Updated Oct 14, 2018

中国宝宝爱看的深度学习实践教程

Jupyter Notebook 22 Updated Jun 22, 2024

This project is the same with deeplearning.net, but the comment is written for chinese

Python 23 19 Updated Nov 23, 2016

运筹优化数学基础 + 算法

Jupyter Notebook 15 1 Updated Aug 19, 2021

运筹学

35 18 Updated Mar 12, 2019

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 16,048 3,764 Updated Apr 21, 2022

这是一本中文 R 语言入门书,基于最新 tidyverse 包。

516 145 Updated Feb 16, 2023

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Python 426 68 Updated Feb 5, 2024

HITCS课程资料交流群:824815970,如果有热心同学愿意担任项目接力人,直接联系QQ即可

C++ 507 77 Updated Jun 16, 2025

Use the classification model to predict whether a company is able to be bankrupted

Jupyter Notebook 3 1 Updated Apr 11, 2023

Study Notes for the WQU Data Science Lab

Jupyter Notebook 1 Updated Nov 29, 2022

Project Work for the WorldQuant University (Passing year : 2017)

Python 8 8 Updated Jun 9, 2020

This repo contains all the files material releated to WorldQuant University's Data Science Summer 2020 Session Unit 2: Machine Learning and Statistical Analysis

30 35 Updated Sep 8, 2020

this repository is a collection of projects that showcases my skills as a developer.

Jupyter Notebook 1 Updated Oct 3, 2023
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