ICDI0906 / MachineLearning
该仓库包含了机器学习,数据挖掘中的理论知识和相关实践代码
☆17Updated last year
Related projects: ⓘ
- Transfer Learning JDA and TrAdaboost☆63Updated 6 years ago
- ☆44Updated 6 years ago
- 常用的特征选择方法☆68Updated 2 years ago
- 2019科大讯飞工程机械赛题-亚军☆37Updated 4 years ago
- 时间序列理论和案例实践☆67Updated 6 years ago
- Learning and Recording☆34Updated 5 years ago
- Bayesian Optimization and Grid Search for xgboost/lightgbm☆62Updated 5 years ago
- Affinity Propagation Clustering with DTW distance on temporal sequence classification☆18Updated 5 years ago
- ☆29Updated 5 years ago
- Analysis of Time Series data using Seq2Seq LSTM and 2 attention layers☆16Updated 6 years ago
- Transfer learning algorithm TrAdaboost,coded by python☆119Updated last year
- Theano implementation of Cost-Sensitive Deep Neural Networks☆26Updated 6 years ago
- Hierarchical Transfer Component Analysis and Hierarchical Joint Domian Adaption are implemented in this repository.☆19Updated 6 years ago
- instance based Transfer learning, TrAdaboost, mutisource-trAdaBoost regresion☆15Updated 6 years ago
- This paper have been presented in the form of an oral presentation at the IJCNN-2019 conference. The title is "Transformation-gated LSTM…☆29Updated 4 years ago
- Tensorflow implementation of paper http://arxiv.org/abs/1809.02105☆66Updated 4 years ago
- 深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系sc…☆28Updated 5 years ago
- cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attentio…☆206Updated 3 years ago
- 基于Keras的LSTM多变量时间序列预测☆172Updated 6 years ago
- Matlab codes for Semi-Supervised Shapelets Learning☆17Updated 7 years ago
- Scikit-learn style implementation of TrAdaBoost algorithm☆36Updated 6 years ago
- Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA☆28Updated 5 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆46Updated 5 years ago
- Weighted LSSVM for regression☆38Updated 5 years ago
- TensorFlow Probability;Time series model☆120Updated 2 years ago
- Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)☆101Updated 3 years ago
- Probabilistic Forecasting with Temporal Convolutional Neural Network☆11Updated 4 years ago
- BLS Code☆114Updated 5 years ago
- ☆66Updated this week
- Monthly-Electricity-forecast use GPR-RFr 某区域月电量预测,采用高斯过程回归、随机森林回归预测日电量,通过日电量累加的方式来获得月电量的预测☆15Updated 5 years ago