Freemanzxp / GBDT_Simple_Tutorial
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
☆722Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for GBDT_Simple_Tutorial
- LightGBM 中文文档☆753Updated last year
- 用python和sklearn两种方法实现李航《统计学习方法》中的算法☆334Updated 6 years ago
- 用户贷款风险预测☆567Updated 6 years ago
- 公众号: 机器学习荐货情报局 所有代码☆547Updated 5 years ago
- 深度学习相关的模型训练、评估和预测相关代码☆1,014Updated 3 years ago
- A simple GBDT in Python☆353Updated 6 years ago
- XGBoost 中文文档☆565Updated last year
- 常用机器学习的算法简洁实现☆643Updated 6 years ago
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆702Updated 3 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】☆338Updated 5 years ago
- Describe past Kaggle solutions☆370Updated 5 years ago
- 复赛第二名单模型方案,没有特征选择没有调参LGB单模型857个特征☆683Updated 6 years ago
- 使用sklearn做特征工程☆167Updated 6 years ago
- 这是BDCI2018的联通赛题第一名解决方案☆298Updated 5 years ago
- 2019年CCF大数据与计算智能大赛乘用车细分市场销量预测冠军解决方案☆254Updated 4 years ago
- 这是一个完整的,端到端的机器学习项目,非常适合有一定基础后拿来练习,以提高对完整机器学习项目的认识☆375Updated 5 years ago
- 机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。☆287Updated 5 years ago
- 阿水的数据竞赛开源分支☆349Updated 4 years ago
- WeChat Official Accounts, zhihu and CSDN'blog code☆261Updated 4 years ago
- 马上AI全球挑战者大赛 rank 1st☆253Updated 6 years ago
- 基础的深度学习实验研究结果汇总笔记☆502Updated last year
- 2019腾讯广告算法大赛完整代码(冠军)☆612Updated 4 years ago
- Basic data mining model, including feature importance display☆461Updated 3 months ago
- Github开源项目hyperopt系列的中文文档,以及学习教程等☆162Updated 4 years ago
- 力求囊括主流NLP模型练手项目,不断更新中☆275Updated 4 years ago
- Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest☆367Updated 6 years ago
- 2018腾讯广告算法大赛baseline 线上0.73☆592Updated 6 years ago
- a python code of applying GBDT+LR for CTR prediction☆330Updated 6 years ago
- 开源的各大比赛baseline☆376Updated 2 years ago
- AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)☆315Updated 5 years ago