hkaneko1985 / lwplsLinks
Locally-Weighted Partial Least Squares (LWPLS)
☆22Updated 6 years ago
Alternatives and similar repositories for lwpls
Users that are interested in lwpls are comparing it to the libraries listed below
Sorting:
- Uncertainty quantification of molecular property prediction using Bayesian deep learning☆45Updated 6 years ago
- Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'☆20Updated 5 years ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆42Updated 4 years ago
- Deep Batch Active Learning for Regression☆69Updated last year
- Heteroscedastic Bayesian Optimisation in Numpy☆23Updated 2 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- Implementation of the Slow Feature Analysis algorithm for unsupervised learning☆12Updated 3 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 6 years ago
- ☆15Updated 6 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years ago
- ☆10Updated 4 years ago
- Experiments for DeepSHAP paper.☆20Updated 3 years ago
- SMOGN: a Pre-processing Approach for Imbalanced Regression - LIDTA2017☆26Updated 8 years ago
- Code to accompany the paper "Constrained Bayesian Optimisation for Automatic Chemical Design" https://pubs.rsc.org/en/content/articlehtml…☆52Updated 2 years ago
- DCEKit (Data Chemical Engineering toolKit)☆70Updated last month
- Pre-processing technics for imbalanced datasets in regression modelling☆11Updated 3 years ago
- Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning W…☆24Updated 5 years ago
- ☆10Updated 4 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated 5 months ago
- Bayesian optimization with conformal coverage guarantees☆28Updated 2 years ago
- Benchmarking☆31Updated 3 years ago
- ☆22Updated 7 years ago
- ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'☆91Updated 5 years ago
- Variational Autoencoder for Dimensionality Reduction of Time-Series☆189Updated 3 years ago
- This repository contains code for handling the materials images and spectra dataset that is the largest expermental materials science dat…☆15Updated last year
- This project provides Slow Feature Analysis as a scikit-learn-style package.☆41Updated last year
- (Multiblock) Partial Least Squares Regression for Python☆31Updated 5 years ago
- ☆14Updated 6 years ago
- A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.☆14Updated 3 years ago
- ☆25Updated 4 years ago