python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision Trees
☆737Jun 15, 2019Updated 6 years ago
Alternatives and similar repositories for GBDT_Simple_Tutorial
Users that are interested in GBDT_Simple_Tutorial are comparing it to the libraries listed below
Sorting:
- A simple GBDT in Python☆357Sep 19, 2018Updated 7 years ago
- 高效决策树算法系列笔记☆231May 23, 2019Updated 6 years ago
- a python code of applying GBDT+LR for CTR prediction☆337Jul 19, 2018Updated 7 years ago
- ☆11Oct 31, 2019Updated 6 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,377Nov 13, 2020Updated 5 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,007Aug 9, 2024Updated last year
- tensorflow实战练习，包括强化学习、推荐系统、nlp等☆7,004Sep 24, 2023Updated 2 years ago
- gbdt+lr☆161Mar 15, 2019Updated 7 years ago
- Popular machine learning algorithms, including GBDT, SVM and NN, implemented with simple python code.☆21Mar 3, 2018Updated 8 years ago
- 第三届融360天机智能金融算法挑战赛-第二题：特征挖掘☆115Apr 3, 2019Updated 6 years ago
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆710Apr 2, 2021Updated 4 years ago
- 深度学习相关的模型训练、评估和预测相关代码☆1,042Jul 26, 2021Updated 4 years ago
- CTR prediction using FM FFM and DeepFM☆754Aug 3, 2018Updated 7 years ago
- Classic papers and resources on recommendation☆3,517Oct 16, 2025Updated 5 months ago
- 用户贷款风险预测☆578Apr 18, 2018Updated 7 years ago
- CTR模型代码和学习笔记总结☆396Aug 28, 2021Updated 4 years ago
- 2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名-【多分类，embedding】☆340Dec 3, 2018Updated 7 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,417Apr 26, 2025Updated 10 months ago
- 2019腾讯广告算法大赛完整代码（冠军）☆642Jul 20, 2020Updated 5 years ago
- 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。☆17,552Jan 9, 2026Updated 2 months ago
- SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks☆660Jul 25, 2024Updated last year
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆24Jul 15, 2017Updated 8 years ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,837Apr 29, 2019Updated 6 years ago
- 对逻辑回归各种用法的总结,包括线性,多类,并行,分布式,在线,优化方案☆15Jul 14, 2017Updated 8 years ago
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,733Oct 22, 2025Updated 4 months ago
- Chinese Data Competitions' Solutions☆1,769Apr 5, 2019Updated 6 years ago
- 《统计学习方法》的代码实现☆19,553Aug 22, 2023Updated 2 years ago
- XGBoost 中文文档☆577Jul 27, 2023Updated 2 years ago
- Pure Python implementation of machine learning algorithms☆444Mar 17, 2022Updated 4 years ago
- 慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)☆675Dec 4, 2022Updated 3 years ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,165Updated this week
- 2019中国高校大数据挑战赛-第二名解决方案☆80Sep 30, 2019Updated 6 years ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆934Nov 15, 2019Updated 6 years ago
- 计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估☆2,073Dec 17, 2019Updated 6 years ago
- Interview = 简历指南 + 算法题 + 八股文 + 源码分析☆8,960Oct 20, 2023Updated 2 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,066Jun 10, 2018Updated 7 years ago
- a simple gradient boost classification tree implemented with python without any other lib dependence.☆47Apr 10, 2013Updated 12 years ago
- 字节跳动短视频内容理解和推荐 Track2 Top8☆284Jun 23, 2019Updated 6 years ago
- tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials☆7,809Dec 9, 2020Updated 5 years ago