Ulti-Dreisteine / gaussian-process-regression
高斯过程回归
☆78Updated 2 years ago
Alternatives and similar repositories for gaussian-process-regression
Users that are interested in gaussian-process-regression are comparing it to the libraries listed below
Sorting:
- Toy models, experiments and random notes on machine learning and deep learning.☆128Updated 7 months ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆73Updated 3 years ago
- implement bayesian neural networks on tensorflow.☆17Updated 5 years ago
- An adaptive transfer learning algorithm based on Gaussian Process☆12Updated 4 years ago
- Gaussian Process Regression using GPML toolbox☆35Updated 5 years ago
- Multi-output Gaussian process regression via multi-task neural network☆15Updated 5 years ago
- Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectu…☆41Updated 6 years ago
- Multi-task learning via Bayesian Neural Networks for Dynamic Time Series Prediction☆20Updated 7 years ago
- Soft Sensor with Variational Inference Technique☆19Updated 7 months ago
- Gaussian Processes regression with gaussian kernel implementation.☆26Updated 10 years ago
- Graded projects of the course "Probabilistic Artificial Intelligence", ETH Zürich (Fall 2020). Topics: Gaussian Process Regression, Bayes…☆12Updated 3 years ago
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆28Updated 3 years ago
- ☆88Updated 2 years ago
- Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks☆40Updated 6 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- The project uses a nonlinear autoregressive exogenous (NARX), model to make time-series prediction on data obtained from drive cycling te…☆36Updated 2 years ago
- ☆36Updated 6 years ago
- 利用各种循环网络进行 回归拟合,包括rnn,lstm,nlstm,bilstm☆22Updated 5 years ago
- ☆26Updated 2 years ago
- 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 6 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆72Updated 8 years ago
- Bayesian Neural Network for Time Series Prediction☆15Updated 7 years ago
- Bayesian LSTM for time-series prediction.☆20Updated 4 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆27Updated 2 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆39Updated 6 years ago
- Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"☆20Updated 5 years ago
- pytorch >>> 快速搭建自己的模型!☆125Updated 2 years ago
- Python3 project applying Gaussian process regression for forecasting stock trends☆152Updated 6 years ago
- ☆15Updated 3 years ago
- Bayesian Optimization implementation for text classifiction☆23Updated 9 months ago