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adaptive-sampling

Here are 12 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 Feb 7, 2023
Python

MJfadeaway / DAS

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

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

Updated Jan 13, 2023
Python

yangggzhang / Heterogeneous-Multi-Robot-Adaptive-Sampling

Adaptive Informative Sampling with Environment Partitioning for Heterogeneous Multi-Robot Systems (IROS 2020)

robotics multi-robot heterogeneous-systems environment-monitoring adaptive-sampling

Updated Dec 20, 2022
C++

Weizhe-Chen / PyPolo

A Python library for Robotic Information Gathering

machine-learning robotics information-theory path-planning python3 pytorch planning gaussian-processes monte-carlo-tree-search active-learning environmental-monitoring decision-making-under-uncertainty informed-search active-sensing adaptive-sampling active-perception autonomous-exploration robotic-information-gathering information-driven

Updated Nov 24, 2022
Jupyter Notebook

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

ShashankSubramanian / adaptive-selfsupervision-pinns

Gradient-based adaptive sampling algorithms for self-supervising PINNs

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

Updated Aug 2, 2022
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

ocaml_rtx

mdb0 / ocaml_rtx

voxel ocaml renderer raytracer raytracing pathtracing rtx denoising importance-sampling denoising-algorithm adaptive-sampling

Updated Mar 3, 2022
OCaml

choderalab / fortuna

Adaptive sampling methods for optimising simulations

adaptive-sampling bayesian-bandits

Updated Sep 20, 2021
Jupyter Notebook

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

chuankaizhao / SAXS-guidedAdaptiveSampling

Python implementation of Markov state model-based adaptive sampling guided by SAXS and hybrid information.

markov-chain-monte-carlo saxs protein-structure-prediction adaptive-sampling

Updated Dec 15, 2018
Jupyter Notebook

stdereka / MAP361P

Python simulation project for applied mathematics course at Ecole polytechnique

statistics applied-mathematics monte-carlo-simulation adaptive-sampling

Updated Jul 3, 2020
HTML

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