Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-Based Cross-Validation With Centering and Scaling for XTX and XTY by Engstrøm and Jensen (2025). This package also includes options to use sample weights for PLS modeling.
☆33Feb 3, 2026Updated 3 months ago
Alternatives and similar repositories for ikpls
Users that are interested in ikpls are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algor…☆21Jan 6, 2026Updated 4 months ago
- This is an algorithm for evenly partitioning.☆12Aug 28, 2025Updated 9 months ago
- Integrated tool for model development and validation☆34Nov 7, 2025Updated 6 months ago
- Exchange Security Bypass Xposed Mod For Nexus and AOSP Android devices☆20Jan 25, 2014Updated 12 years ago
- Forecasting with Hyper-Trees☆21Aug 8, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Build a TUI with Python's Argparse☆20Jul 7, 2025Updated 10 months ago
- This TopoJSON file of Germany contains its states, counties, important places and furthermore the districts of Berlin.☆14Jul 12, 2017Updated 8 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆40Apr 5, 2025Updated last year
- The Orange Book of Machine Learning☆58May 17, 2026Updated last week
- Filipino multi-modal NLP dataset. Consists of 350k+ Filipino news articles and associated images☆14Mar 11, 2025Updated last year
- This repository performs radiative heat transfer calculations in a user defined enclosure with a participating medium by using Monte Carl…☆10Apr 24, 2026Updated last month
- APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordina…☆43Nov 12, 2025Updated 6 months ago
- WarpGBM: High-Speed Gradient Boosting☆100Apr 14, 2026Updated last month
- Control theory in Haskell: Data structures, algorithms and adapters☆80Jan 14, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deep Learning Scaling tutorial material for the Deep Learning for Science School at Berkeley Lab☆10Jul 19, 2019Updated 6 years ago
- Lightweight Python application for sorting images in your dataset☆21Aug 18, 2022Updated 3 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆14May 18, 2022Updated 4 years ago
- Automatic Differentiation for Gradient Boosted Decision Trees.☆13May 17, 2022Updated 4 years ago
- Me playing around with voxel ray tracing using rust and Vulkan☆14Feb 14, 2022Updated 4 years ago
- A scikit-learn-compatible module for Isolation-based anomaly detection using nearest-neighbor ensembles☆12Aug 30, 2023Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 6 years ago
- Add a minimap to your Obsidian notes.☆26Oct 12, 2025Updated 7 months ago
- Leaf scale radiative transfer model based on spectral invariant properties - Matlab code☆13Nov 5, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Algorithms to derive an operational multisource land surface phenology product from Landsat and Sentinel 2☆14Jan 30, 2026Updated 3 months ago
- Bayesian time-difference-of-arrival positioning using pymc3☆15Dec 20, 2019Updated 6 years ago
- Codes and data for global mapping of root-shoot ratios☆14May 10, 2021Updated 5 years ago
- Examples for interactive distributed machine learning on the Cori supercomputer☆11Nov 6, 2019Updated 6 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neu…☆11Apr 24, 2026Updated last month
- Instructions to run your own self-hosted/ offline maps and display them in kepler.gl☆12Mar 14, 2022Updated 4 years ago
- ☆19Apr 17, 2025Updated last year
- Convert datasets from Hugging Face to FiftyOne for Visualization☆11Mar 15, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Model Context Protocol server that provides documentation access capabilities. This server enables LLMs to search and retrieve content …☆18Apr 29, 2025Updated last year
- ☆14Nov 17, 2023Updated 2 years ago
- Active Learning in the era of Foundation Models☆13Apr 16, 2025Updated last year
- CHARM, a model that estimates the GHG impacts and land-use requirements of forestry☆12Jul 21, 2023Updated 2 years ago
- Efficient Attributed Scattering Center Extraction Using Gradient-Based Optimization in Deep Learning Framworks☆22Nov 5, 2025Updated 6 months ago
- NOMU: Neural Optimization-based Model Uncertainty☆10Feb 17, 2023Updated 3 years ago
- ☆12May 27, 2024Updated 2 years ago