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adaptive-sampling

Here are 10 public repositories matching this topic...

python-adaptive / adaptive

📈 Adaptive: parallel active learning of mathematical functions

python machine-learning parallel parallel-computing adaptive-learning adaptive active-learning live-plots adaptive-sampling

Updated Mar 3, 2025
Python

readfish

LooseLab / readfish

CLI tool for flexible and fast adaptive sampling on ONT sequencers

bioinformatics genomics sequencing oxford-nanopore ont adaptive-sampling

Updated Jan 29, 2025
Python

Weizhe-Chen / PyPolo

A Python library for Robotic Information Gathering

machine-learning robot robotics path-planning ros slam gaussian-processes monte-carlo-tree-search active-learning decision-making-under-uncertainty mapping-algorithms active-sensing adaptive-sampling active-perception active-slam autonomous-exploration robotic-information-gathering informative-path-planning active-information-gathering

Updated Jan 17, 2024
Python

MJfadeaway / DAS

DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations

deep-learning partial-differential-equations pde pinn adaptive-sampling deep-generative-models scientific-machine-learning physics-informed-neural-networks

Updated Nov 20, 2024
Python

ShashankSubramanian / adaptive-selfsupervision-pinns

Gradient-based adaptive sampling algorithms for self-supervising PINNs

adaptive-sampling scientific-machine-learning physics-informed-neural-networks

Updated May 8, 2023
Python

act-elegancy / consumet

Open-source constructor of surrogates and metamodels

optimization regression meta-model design-of-experiments surrogate-models adaptive-sampling sintef reduced-order-models surrogates

Updated Oct 7, 2021
Python

newlei / Set2setRank

Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation, SIGIR 2021

pytorch collaborative-filtering recommendation implicit-feedback self-supervised self-supervised-learning adaptive-sampling contrastive-learning mindspore sigir2021 setwise

Updated Sep 24, 2021
Python

atdurkin / oodx

Object-Orientated Derivative-Free Optimisation

python machine-learning neural-networks classification adaptive-learning pyomo black-box-optimization gaussian-processes bayesian-optimization optimisation design-of-experiments mathematical-programming adaptive-sampling derivative-free-optimization

Updated May 4, 2023
Python

TU-Berlin-DIMA / ARTC

Implementation and evaluation of the Adaptive Read-time tolerance controller ARTC, used in the evaluation of the paper: "Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes".

data-acquisition internet-of-things sensor-network edge-computing adaptive-sampling multi-query-optimization read-sharing demand-based

Updated Jan 5, 2021
Python

JMcardenas / CAS4DL

This is a repository associated with the paper "CAS4DL: Christoffel Adaptive Sampling for function approximation via Deep Learning" by Ben Adcock, Juan M. Cardenas, and Nick Dexter submitted at Sampling Theory and Applications (SampTa), also available at https://arxiv.org/abs/2208.12190

machine-learning deep-neural-networks deep-learning high-dimensional-data pde adaptive-sampling christoffel-functions

Updated May 22, 2024
Python

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