adaptive-sampling

There are 1 repository under adaptive-sampling topic.

python-adaptive / adaptive
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
active-learning adaptive adaptive-learning adaptive-sampling live-plots machine-learning parallel parallel-computing python
Language:Python 1111
LooseLab / readfish
CLI tool for flexible and fast adaptive sampling on ONT sequencers
adaptive-sampling bioinformatics genomics ont oxford-nanopore sequencing
Language:Python 159
Weizhe-Chen / PyPolo
A Python library for Robotic Information Gathering
decision-making-under-uncertainty machine-learning robotics active-sensing autonomous-exploration robotic-information-gathering active-learning active-perception adaptive-sampling path-planning gaussian-processes monte-carlo-tree-search active-information-gathering active-slam informative-path-planning mapping-algorithms robot ros slam
Language:Python 34
MJfadeaway / DAS
DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations
adaptive-sampling deep-generative-models physics-informed-neural-networks scientific-machine-learning partial-differential-equations pde deep-learning pinn
Language:Python 32
ShashankSubramanian / adaptive-selfsupervision-pinns
Gradient-based adaptive sampling algorithms for self-supervising PINNs
adaptive-sampling physics-informed-neural-networks scientific-machine-learning
Language:Python 17
yangggzhang / Heterogeneous-Multi-Robot-Adaptive-Sampling
Adaptive Informative Sampling with Environment Partitioning for Heterogeneous Multi-Robot Systems (IROS 2020)
robotics heterogeneous-systems multi-robot adaptive-sampling environment-monitoring
Language:C++ 13
act-elegancy / consumet
Open-source constructor of surrogates and metamodels
reduced-order-models surrogate-models meta-model surrogates optimization regression adaptive-sampling design-of-experiments sintef
Language:Python 7
newlei / Set2setRank
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation, SIGIR 2021
collaborative-filtering recommendation adaptive-sampling self-supervised implicit-feedback pytorch sigir2021 mindspore setwise contrastive-learning self-supervised-learning
Language:Python 5
JMcardenas / Adaptive-sampling-and-domain-learning
This is a repository associated with the paper "An adaptive sampling and domain learning strategy for multivariate function approximation on unknown domains" by Ben Adcock, Juan M. Cardenas, and Nick Dexter available at https://arxiv.org/abs/2202.00144
adaptive-sampling domain-discovery least-squares sampling-strategies domain-learning
Language:MATLAB 2
ocaml_rtx
mdb0 / ocaml_rtx
ocaml raytracing voxel pathtracing importance-sampling renderer denoising-algorithm denoising adaptive-sampling rtx raytracer
Language:OCaml 2
wgst / ml-gas-surface
Instructions and scripts for adaptive sampling for gas-surface dynamics
adaptive-sampling interatomic-potentials machine-learning molecular-dynamics
Language:Jupyter Notebook 2
choderalab / fortuna
Adaptive sampling methods for optimising simulations
adaptive-sampling bayesian-bandits
Language:Jupyter Notebook 1
chuankaizhao / SAXS-guidedAdaptiveSampling
Python implementation of Markov state model-based adaptive sampling guided by SAXS and hybrid information.
saxs markov-chain-monte-carlo adaptive-sampling protein-structure-prediction
Language:Jupyter Notebook 1
SC-SGS / adaptive_sampling_scr
Repository for our work "Iterative and Adaptive Sampling Methods in Semiconductor Testing"
adaptive-sampling iterative-methods semiconductor-test
Language:Python 1
stdereka / MAP361P
Python simulation project for applied mathematics course at Ecole polytechnique
statistics applied-mathematics monte-carlo-simulation adaptive-sampling
Language:HTML 1
atdurkin / oodx
Object-Orientated Derivative-Free Optimisation
adaptive-learning adaptive-sampling bayesian-optimization black-box-optimization classification derivative-free-optimization design-of-experiments gaussian-processes machine-learning mathematical-programming neural-networks optimisation pyomo python
Language:Python 0
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
adaptive-sampling high-dimensional-data machine-learning pde christoffel-functions deep-learning deep-neural-networks
Language:Python 0
JMcardenas / Optimal-Sampling-
This is a repository associated with the paper "Near-optimal sampling strategies for multivariate function on general domains" by Ben Adcock and Juan M. Cardenas available at https://epubs.siam.org/doi/10.1137/19M1279459 and https://arxiv.org/abs/1908.01249
adaptive-sampling christoffel-functions high-dimensional least-squares-approximation sampling-strategies
Language:MATLAB 0
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".
adaptive-sampling internet-of-things multi-query-optimization edge-computing read-sharing demand-based data-acquisition sensor-network
Language:Python

adaptive-sampling

python-adaptive / adaptive

LooseLab / readfish

Weizhe-Chen / PyPolo

MJfadeaway / DAS

ShashankSubramanian / adaptive-selfsupervision-pinns

yangggzhang / Heterogeneous-Multi-Robot-Adaptive-Sampling

act-elegancy / consumet

newlei / Set2setRank

JMcardenas / Adaptive-sampling-and-domain-learning

mdb0 / ocaml_rtx

wgst / ml-gas-surface

choderalab / fortuna

chuankaizhao / SAXS-guidedAdaptiveSampling

SC-SGS / adaptive_sampling_scr

stdereka / MAP361P

atdurkin / oodx

JMcardenas / CAS4DL

JMcardenas / Optimal-Sampling-

TU-Berlin-DIMA / ARTC