Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "uncertainty-quantification" keyword

grainlearning 2.0.3
A Bayesian uncertainty quantification toolbox for discrete and continuum numerical models of gran...
2 versions - Latest release: about 2 months ago - 1 dependent repositories - 20 downloads last month - 7 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
salib 1.5.0
Tools for global sensitivity analysis. Contains Sobol', Morris, FAST, DGSM, PAWN, HDMR, Moment In...
48 versions - Latest release: about 2 months ago - 19 dependent packages - 64 dependent repositories - 155 thousand downloads last month - 842 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
emukit 0.4.10
Toolkit for decision making under uncertainty.
9 versions - Latest release: over 1 year ago - 5 dependent packages - 9 dependent repositories - 1.85 thousand downloads last month - 565 stars on GitHub - 3 maintainers
miles-guess 2024.1.0b2
Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and en...
2 versions - Latest release: 3 months ago - 36 downloads last month - 16 stars on GitHub - 1 maintainer
calibrationframework 0.1.1
A comprehensive framework for assessing calibration in machine and deep learning models
2 versions - Latest release: about 1 year ago - 8 downloads last month - 6 stars on GitHub - 1 maintainer
iterative-stats 0.1.0
This package implements iterative algorithms to compute some basics statistics
5 versions - Latest release: 12 months ago - 52 downloads last month - 221 stars on GitHub - 1 maintainer
crepes 0.6.2
Conformal classifiers, regressors, and predictive systems (crepes)
10 versions - Latest release: 4 months ago - 2 dependent packages - 1 dependent repositories - 1.45 thousand downloads last month - 346 stars on GitHub - 1 maintainer
llnl-ibis 1.0.0
A tool to facilitate uncertainity quantification and sensitivity methods.
1 version - Latest release: about 1 year ago - 14 downloads last month - 0 stars on GitHub - 4 maintainers
xdem 0.0.17
Analysis of digital elevation models (DEMs)
19 versions - Latest release: 6 months ago - 1 dependent repositories - 558 downloads last month - 117 stars on GitHub - 4 maintainers
buqeyemodel 0.1
A statistical model of EFT convergence.
1 version - Latest release: over 6 years ago - 9 downloads last month - 12 stars on GitHub - 1 maintainer
bayestorch 0.0.3
Lightweight Bayesian deep learning library for fast prototyping based on PyTorch
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 47 downloads last month - 8 stars on GitHub - 1 maintainer
pylandslide 0.1.6
Tool for landslide susceptibility mapping and uncertainty analysis.
13 versions - Latest release: about 1 month ago - 157 downloads last month - 3 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
bayesian-torch 0.5.0
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning
5 versions - Latest release: 5 months ago - 1 dependent package - 2 dependent repositories - 315 downloads last month - 429 stars on GitHub - 2 maintainers
gsum 0.1
A Bayesian model of series convergence using Gaussian sums
1 version - Latest release: about 6 years ago - 1 dependent repositories - 8 downloads last month - 12 stars on GitHub - 1 maintainer
aws-fortuna 10.7.8
A Library for Uncertainty Quantification.
44 versions - Latest release: over 1 year ago - 2 dependent repositories - 411 downloads last month - 859 stars on GitHub - 2 maintainers
pyungewiss 1.1
Python library for UNcertainty analysis in liGhtwEight dsiGn with IntervalS and fuzzy numberS
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 6 downloads last month - 1 stars on GitHub - 1 maintainer
uqpyl 2.0.4
A python package for parameter uncertainty quantification and optimization
4 versions - Latest release: about 1 month ago - 2.37 thousand downloads last month - 2 stars on GitHub - 1 maintainer
unquad 0.0.2
Conformal anomaly detection for 'PyOD'-detectors.
3 versions - Latest release: about 1 month ago - 38 downloads last month - 0 stars on GitHub - 1 maintainer
bayesint 1.0.3
Bayesian credible intervals for ratios
1 version - Latest release: about 5 years ago - 13 downloads last month - 3 stars on GitHub - 2 maintainers
pyipm 2.0
Interval Predictor Models in Python
1 version - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 4 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
deephyper 0.7.0
Scalable asynchronous neural architecture and hyperparameter search for deep neural networks.
30 versions - Latest release: 2 months ago - 3 dependent repositories - 358 downloads last month - 265 stars on GitHub - 3 maintainers
equine 0.1.3
EQUINE^2: Establishing Quantified Uncertainty for Neural Networks
8 versions - Latest release: 4 months ago - 1 dependent repositories - 60 downloads last month - 5 stars on GitHub - 2 maintainers
uncertainty-wizard 0.4.0
Quick access to uncertainty and confidence of Keras networks.
11 versions - Latest release: over 1 year ago - 2 dependent repositories - 197 downloads last month - 42 stars on GitHub - 1 maintainer
sandu 0.1.4
High Level Sensitivity and Uncertainty (SandU) Analysis Tools.
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 25 downloads last month - 2 stars on GitHub - 1 maintainer
hardest 0.0.0
The HARDness ESTimation package: ranks an object detection dataset by the expected hardness of th...
1 version - Latest release: over 1 year ago - 7 downloads last month - 18 stars on GitHub - 1 maintainer
dep-impact 0.1
A Python package on the influence of dependencies in a structural reliability problem.
1 version - Latest release: about 6 years ago - 1 dependent repositories - 11 downloads last month - 1 stars on GitHub - 1 maintainer
tasmanian 7.9.1
UQ library for sparse grids, optimization and Bayesian inference
15 versions - Latest release: over 1 year ago - 1 dependent repositories - 117 downloads last month - 62 stars on GitHub - 1 maintainer
uncertainpy 1.2.3
A python toolbox for uncertainty quantification and sensitivity analysis tailored towards neurosc...
13 versions - Latest release: over 3 years ago - 2 dependent repositories - 130 downloads last month - 210 stars on GitHub - 1 maintainer
profit 0.0.1
Probabilistic response model fitting with interactive tools
6 versions - Latest release: over 4 years ago - 4 dependent repositories - 85 downloads last month - 14 stars on GitHub - 1 maintainer
lightning-uq-box 0.1.0
Lighning-UQ-Box: A toolbox for uncertainty quantification in deep learning
1 version - Latest release: 3 months ago - 58 downloads last month - 91 stars on GitHub - 1 maintainer
nlp-uncertainty-zoo 1.0.3
PyTorch Implementation of Models used for Uncertainty Estimation in Natural Language Processing.
7 versions - Latest release: about 1 year ago - 39 downloads last month - 44 stars on GitHub - 1 maintainer
mastercurves 0.2.3
Python package for building master curves from data
13 versions - Latest release: over 1 year ago - 1 dependent repositories - 107 downloads last month - 7 stars on GitHub - 1 maintainer
pivuq 0.4.1
A library for PIV Uncertainty Quantification
10 versions - Latest release: over 1 year ago - 1 dependent repositories - 55 downloads last month - 3 stars on GitHub - 1 maintainer
torch-uncertainty 0.2.0
Uncertainty quantification library in PyTorch
8 versions - Latest release: 2 months ago - 167 downloads last month - 2 maintainers
caliber 0.1.16
Model-agnostic calibration and performance enhancement.
18 versions - Latest release: about 1 month ago - 272 downloads last month - 4 stars on GitHub
varstool 2.3.5
VARS-TOOL Sensitivity and Uncertainty Analysis Package
5 versions - Latest release: almost 2 years ago - 1 dependent repositories - 81 downloads last month - 21 stars on GitHub - 2 maintainers
twinlab 2.6.1
twinLab - Probabilistic Machine Learning for Engineers
30 versions - Latest release: about 1 month ago - 1 dependent repositories - 334 downloads last month - 0 stars on GitHub - 3 maintainers
uqpy 4.1.5
UQpy is a general purpose toolbox for Uncertainty Quantification
32 versions - Latest release: 7 months ago - 546 downloads last month - 258 stars on GitHub - 2 maintainers
mogp-emulator 0.7.2
Tool for Multi-Output Gaussian Process Emulators
6 versions - Latest release: over 1 year ago - 2 dependent packages - 1 dependent repositories - 90 downloads last month - 44 stars on GitHub - 1 maintainer
approx-cp 0.0.2
Python implementation of Approximate full Conformal Prediction (ACP)
2 versions - Latest release: about 1 year ago - 23 downloads last month - 6 stars on GitHub - 1 maintainer
Top 10.0% on pypi.org
pygpc 0.3.8
A sensitivity and uncertainty analysis toolbox for Python
22 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 731 downloads last month - 69 stars on GitHub - 1 maintainer
monaco 0.12.1
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo...
26 versions - Latest release: 3 months ago - 1 dependent repositories - 376 downloads last month - 85 stars on GitHub - 1 maintainer
duqtools 3.1.0
Dynamic uncertainty quantification for Tokamak reactor simulations modelling
23 versions - Latest release: 3 months ago - 1 dependent repositories - 150 downloads last month - 7 stars on GitHub - 2 maintainers
tablespoon 0.5.1
Simple probabilistic time series benchmark models
31 versions - Latest release: 8 months ago - 1 dependent repositories - 1.43 thousand downloads last month - 39 stars on GitHub - 1 maintainer
puncc 0.7.7
Predictive UNcertainty Calibration and Conformalization Library
5 versions - Latest release: 3 months ago - 357 downloads last month - 242 stars on GitHub - 3 maintainers
Top 2.5% on pypi.org
chaospy 4.3.13
Numerical tool for performing uncertainty quantification
85 versions - Latest release: about 1 year ago - 17 dependent packages - 34 dependent repositories - 6.96 thousand downloads last month - 427 stars on GitHub - 1 maintainer
hypermodern-screening 0.0.4
The hypermodern screening project
2 versions - Latest release: about 4 years ago - 1 dependent repositories - 24 downloads last month - 3 stars on GitHub - 1 maintainer
c3py 0.0.7
Compressed Continuous Computation Library in Python
10 versions - Latest release: over 2 years ago - 93 downloads last month - 45 stars on GitHub - 1 maintainer
uqtestfuns 0.4.1
A Python3 library of test functions from the uncertainty quantification community with a common i...
6 versions - Latest release: 8 months ago - 78 downloads last month - 8 stars on GitHub - 1 maintainer
easyvvuq 1.1.1
Library to facilitate simple Verification, Validation and Uncertainty Quantification of simulatio...
48 versions - Latest release: over 2 years ago - 4 dependent repositories - 452 downloads last month - 85 stars on GitHub - 3 maintainers
uqtils 0.3.1
Assorted utilities for uncertainty quantification and scientific computing.
4 versions - Latest release: 27 days ago - 1 dependent package - 40 downloads last month - 0 stars on GitHub - 1 maintainer
bayesflow 1.1.6
"Amortizing Bayesian Inference With Neural Networks"
6 versions - Latest release: 3 months ago - 1 dependent repositories - 211 downloads last month - 254 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
uq360 0.1.1
Uncertainty Quantification 360
3 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 577 downloads last month - 247 stars on GitHub - 2 maintainers
probability-calibration 0.0.1
Utilities to calibrate model outcome probability and evaluate calibration.
1 version - Latest release: about 3 years ago - 1 dependent repositories - 11 downloads last month - 1 stars on GitHub - 1 maintainer
dataconsistent 0.0.1
Computational Advancements in Data-Consistent Inversion
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 21 downloads last month - 1 stars on GitHub - 1 maintainer
uncertainty-rejection 0.2.0 removed
Analysis of uncertainty estimates for classification with rejection.
3 versions - Latest release: over 1 year ago - 30 downloads last month - 0 stars on GitHub - 1 maintainer
Related Keywords
python 21 machine-learning 17 uncertainty 11 deep-learning 9 sensitivity-analysis 8 bayesian-inference 7 pytorch 7 conformal-prediction 6 uncertainty-estimation 6 statistics 4 calibration 4 uncertainty-neural-networks 3 bayesian 3 neural-networks 3 bayesian-neural-networks 3 sensitivity 3 quantification 3 process 3 gaussian-processes 3 uncertainty-analysis 3 machine learning 3 data-science 3 global-sensitivity-analysis 3 artificial-intelligence 2 statistical-models 2 reduced-order-models 2 statistical-inference 2 physics 2 ohio-state-university 2 conformal prediction 2 nuclear-physics 2 field-theory 2 buqeye 2 buqeyemodel 2 polynomial-chaos-expansion 2 gaussian 2 model 2 nuclear 2 EFT 2 interval-arithmetic 2 trustworthy-machine-learning 2 monte-carlo 2 probabilistic 2 probability 2 ml 2 uncertainty-propagation 2 conformal-inference 2 Bayesian 2 deep-neural-networks 2 keras 2 AI 2 predictive-uncertainty 2 bayesian-deep-learning 2 simulation 2 inverse-problems 2 data-analysis 2 optimization 2 parameter-estimation 2 reliability 2 stochastic-process 2 conformal-regressors 2 ai 2 regression 2 multi-fidelity 2 Uncertainty quantification 2 digiLab 1 curves 1 twinLab 1 mastercurves 1 cloud 1 amortized-inference 1 model-comparison 1 Gaussian 1 machine 1 reliable-ai 1 learning 1 automation 1 interpreatable-ai 1 maximum-a-posteriori 1 invertible-networks 1 ensembles 1 bayesian-network 1 statistical-analysis 1 PIV 1 likelihood-free 1 UQ 1 particle-image-velocimetry 1 probability-calibration 1 model-emulation 1 reduced-order-surrogate-model 1 surrogate 1 uq 1 lightning 1 uncertainty quantification 1 image-classification 1 evaluation-metrics 1 uncertainty-estimates 1 bayesian deep learning 1 earth-observation 1 trusted-ai 1