xiaobh2010 / linearregression-lasso-ridge-elasticnetLinks
基于波士顿房屋租赁价格数据,使用lasso回归算法做特征选择后, 分别使用线性回归、Lasso回归、Ridge回归、Elasitic Net四类回归算法构建模型(分别测试1,2,3阶)
☆13Updated 6 years ago
Alternatives and similar repositories for linearregression-lasso-ridge-elasticnet
Users that are interested in linearregression-lasso-ridge-elasticnet are comparing it to the libraries listed below
Sorting:
- 基于Keras的LSTM多变量时间序列预测☆26Updated 7 years ago
- ☆31Updated 6 years ago
- 用TensorFlow搭建CNN/RNN/LSTM/GRU/BiRNN/BiLSTM/BiGRU/Capsule Network等deep learning模型☆59Updated 7 years ago
- 基于深度学习的溶解氧时间序列预测模型☆29Updated 5 years ago
- 利用Python实现三层BP神经网络☆83Updated 7 years ago
- 常用的特征选择方法☆67Updated 3 years ago
- CNN-BiGRU-Attention模型☆100Updated 3 years ago
- EEMD、LSTM、time series prediction、DO、Deep Learning☆89Updated 4 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆52Updated 6 years ago
- EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction☆39Updated 6 years ago
- 支持向量机(SVM)——分类预测,包括多分类问题,核函数调参,不平衡数据问题,特征降维,网格搜索,管道机制,学习曲线,混淆矩阵,AUC曲线等☆53Updated 8 years ago
- 建立SARIMA-LSTM混合模型预测时间序列问题。以PM2.5值为例,使用UCI公开的自2013年1月17日至2015年12月31日五大城市PM2.5小时检测数据,将数据按时间段划分,使用SARIMA过滤其线性趋势,再对过滤后的残差使用LSTM进行预测,最后对预测结果进行…☆84Updated 6 years ago
- 一种有效的电力负荷预测方法☆63Updated 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☆57Updated 8 years ago
- Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis☆42Updated 7 years ago
- Pytorch 实现RNN、LSTM、GRU模型☆79Updated 7 years ago
- the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rath…☆78Updated last year
- GA,PSO,LSTM...☆26Updated 7 years ago
- 机器学习集成模型之Stacking各类模型及工具源码☆118Updated 5 years 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 6 years ago
- time series forecasting using keras, inlcuding LSTM,RNN,MLP,GRU,SVR and multi-lag training and forecasting method, ICONIP2017 paper.☆119Updated 6 years ago
- 支持向量机,Support Vector Machine(SVM),多类分类☆32Updated 8 years ago
- LSTM和SVM实现设备故障诊断☆50Updated 6 years ago
- 基于KNN聚类算法结合Dynamic Time Warping(动态时间调整)的时间序列分类☆63Updated 6 years ago
- 多元多步时间序列的LSTM模型预测——基于Keras☆87Updated 3 years ago
- PSO On neural Network and LSTM☆19Updated 4 years ago
- LSTM, CNN, CNNLSTM, BiLSTM, MLP☆10Updated 7 years ago
- PSO-Based-SVR to forecast potential delay time of bus arrival. Applied on City of Edmonton real data.☆42Updated 9 years ago
- stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)☆36Updated 6 years ago
- 利用时间序列预测汽车销量☆43Updated 6 years ago