hkaneko1985 / lwpls
Locally-Weighted Partial Least Squares (LWPLS)
☆22Updated 5 years ago
Alternatives and similar repositories for lwpls:
Users that are interested in lwpls are comparing it to the libraries listed below
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆13Updated 4 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆19Updated 2 years ago
- Sample selection using Kennard-Stone algorighm☆11Updated 5 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆20Updated 2 months ago
- (Multiblock) Partial Least Squares Regression for Python☆30Updated 5 years ago
- Heteroscedastic Bayesian Optimisation in Numpy☆21Updated 2 years ago
- Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'☆20Updated 5 years ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆179Updated 3 years ago
- DCEKit (Data Chemical Engineering toolKit)☆63Updated 4 months ago
- Uncertainty quantification of molecular property prediction using Bayesian deep learning☆44Updated 6 years ago
- Deep Batch Active Learning for Regression☆65Updated 4 months ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆41Updated 3 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆72Updated 6 years ago
- Implementation of the Slow Feature Analysis algorithm for unsupervised learning☆10Updated 2 years ago
- ☆14Updated 5 years ago
- Pre-processing technics for imbalanced datasets in regression modelling☆11Updated 2 years ago
- Experiments for DeepSHAP paper.☆18Updated 2 years ago
- Partial Least Squares implementation in Python☆26Updated 6 months ago
- A toy example of VAE-regression network☆72Updated 4 years ago
- Simple SVM implemented with Recursive Feature Elimination☆12Updated 5 years ago
- Generative Modeling to Predict Multiple Suitable Conditions for Chemical Reactions☆8Updated 2 years ago
- Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).☆56Updated last year
- Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning W…☆24Updated 5 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆13Updated last month
- ☆33Updated 5 years ago
- 「化学のた めのPythonによるデータ解析・機械学習入門」サンプルプログラム☆54Updated last year
- A Multi-Output Regression Framework in Python☆30Updated 4 years ago
- ☆15Updated 5 years ago
- IJCNN 2015 Hierarchical extreme learning machine for unsupervised representation learning☆26Updated 5 years ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆25Updated last year