borgwang / toys
Toy models, experiments and random notes on machine learning and deep learning.
☆120Updated 9 months ago
Related projects: ⓘ
- 高斯过程回归☆73Updated 2 years ago
- This is the PyTorch implementation of TPA-LSTM☆57Updated 4 years ago
- ☆38Updated 7 years ago
- implement bayesian neural networks on tensorflow.☆15Updated 4 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆65Updated 3 years ago
- 阅读LibSVM源码的知识整理与思考(已完结)☆29Updated 2 years ago
- ☆34Updated 6 years ago
- Learning Record about TSP☆58Updated 5 years ago
- ☆37Updated 2 years ago
- ☆82Updated 2 years ago
- 张量计算系列教程 (Tensor Computations Tutorials)☆93Updated 7 months ago
- ☆44Updated 4 years ago
- Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)☆101Updated 3 years ago
- BLS Code☆114Updated 5 years ago
- Update Code for Modeling Long and Short-Term Temporal Patterns with Deep Neural Networks.(https://arxiv.org/abs/1703.07015)☆32Updated 4 years ago
- An intuitive library to extract features from time series. To cite this software publication: https://www.sciencedirect.com/science/artic…☆92Updated 4 years ago
- ☆81Updated 5 years ago
- A collection of data competition solutions | 数据竞赛方案合集☆46Updated 2 weeks ago
- Implementation of Co-training Regressors (COREG) semi-supervised regression algorithm from Zhou and Li, 2005.☆57Updated 5 years ago
- 高斯混合模型(GMM 聚类)的 EM 算法实现。☆189Updated 5 years ago
- The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP) as well as the training a…☆124Updated 2 years ago
- Soft Sensor with Variational Inference Technique☆16Updated last year
- 使用GAN对时间序列进行建模☆43Updated 5 years ago
- A light-weight transformer model for Kaggle House Prices Regression Competition☆67Updated 2 years ago
- Deep neural network aided canonical correlation analysis (DNN-CCA) in Tensorflow and Keras☆10Updated 3 years ago
- iForest anomaly detection codes (Matlab Version)☆62Updated 6 years ago
- a simple example of fault diagnose with TE(tennessee-eastman) dataset, using PCA☆13Updated 2 years ago
- An adaptive transfer learning algorithm based on Gaussian Process☆11Updated 3 years ago
- matplotlib 绘图可视化知识点☆56Updated 6 years ago
- Bayesian LSTM for time-series prediction.☆18Updated 4 years ago