jia-zhuang / xgboost-lightgbm-hyperparameter-tuning
Bayesian Optimization and Grid Search for xgboost/lightgbm
☆66Updated 6 years ago
Alternatives and similar repositories for xgboost-lightgbm-hyperparameter-tuning:
Users that are interested in xgboost-lightgbm-hyperparameter-tuning are comparing it to the libraries listed below
- 基于遗传算法的特征选择☆126Updated 5 years ago
- 常用的特征选择方法☆68Updated 2 years ago
- 机器学习集成模型之Stacking各类模型及工具源码☆115Updated 4 years ago
- Github开源项目hyperopt系列的中 文文档,以及学习教程等☆163Updated 4 years ago
- 基于seq2seq模型的风功率预测☆28Updated 5 years ago
- BaseWavenet/Wavenet+ResidualBlock☆16Updated 6 years ago
- TensorFlow Probability;Time series model☆125Updated 2 years ago
- A collection of data competition solutions | 数据竞赛方案合集☆49Updated last month
- Keras version of LSTNet☆97Updated 6 years ago
- Comparing XGBoost, CatBoost and LightGBM on TimeSeries Regression (RMSE, R2, AIC) on two different TimeSeries datasets.☆22Updated 5 years ago
- 2020 第四届工业大数据创新竞赛-水电站入库流量预测-top1代码☆29Updated 4 years ago
- 当样本分布发生变化时,交叉验证无法准确评估模型在测试集上的效果,这时候需要其他构造验证集的方法来应对。☆49Updated 5 years ago
- 在sklearn下,几种常用的特征选择方法☆40Updated 9 years ago
- My Data Competition Solutions☆101Updated last year
- Sliver Solution (Top 2%) for Kaggle M5 Forecasting competition☆42Updated 4 months ago
- 机器学习的特征工程,包括特征抽取、特征预处理、特征选择、特征降维。☆25Updated 5 years ago
- LR / SVM / XGBoost / RandomForest etc.☆28Updated 4 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆48Updated 5 years ago
- Time Series Prediction, Stateful LSTM; 时间序列预测,洗发水销量/股票走势预测,有状态循环神经网络☆55Updated 7 years ago
- ☆100Updated 6 years ago
- 利用时间序列预测汽车销量☆37Updated 6 years ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆16Updated 4 years ago
- N-Beats library implementation☆87Updated 3 years ago
- Attempt to use XGBoost in stock price prediction☆83Updated 4 years ago
- 本赛题要求选手基于历史光伏发电数据、天气数据、光伏设备空间相对位置等信息,通过建立适当的模型,对未来一段时间内的光伏发电出力进行预测。A榜使用外部数据得分0.88501103804 排名32,未使用外部数据得分0.88042407737 ;B榜得分0.90467829011…☆28Updated 9 months ago
- 数据预处理之缺失值处理,特征选择☆21Updated 5 years ago
- 2019科大讯飞工程机械赛题-亚军☆38Updated 5 years ago
- 2019年CCF智能信用评分大赛个人源码库。包含XGboost模型调参,特征筛选,训练等方案。同时包含stacking模型融合方案☆27Updated 4 years ago
- ☆11Updated 2 years ago
- [译]tsfresh特征提取工具可提取的特征☆95Updated 5 years ago