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The Top 23 Python Uncertainty Open Source Projects

Open source projects categorized as Python Uncertainty
Categories > Uncertainty
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Awesome Conformal Prediction ⭐ 3,097
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
most recent commit 3 months ago
Uncertainty Toolbox ⭐ 1,421
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
total releases 1most recent commit a year ago
Gempy ⭐ 841
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.
dependent packages 3total releases 43most recent commit 4 months agopypi gempy} Downloads
Fortuna ⭐ 824
A Library for Uncertainty Quantification.
most recent commit 3 months ago
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46most recent commit 3 months agopypi SALib} Downloads
Uncertainties ⭐ 509
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
dependent packages 156total releases 79most recent commit 3 months agopypi uncertainties} Downloads
Monoloco ⭐ 338
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
total releases 23most recent commit 2 years ago
Pytorch Classification Uncertainty ⭐ 235
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
most recent commit a year ago
Uq360 ⭐ 228
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
dependent packages 1total releases 3most recent commit 9 months agopypi uq360} Downloads
Probabilistic Face Embeddings ⭐ 191
(ICCV 2019) Uncertainty-aware Face Representation and Recognition
most recent commit 5 years ago
Ups ⭐ 188
"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)
most recent commit a year ago
Ss Ood ⭐ 184
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
most recent commit 3 years ago
Evidential Deep Learning ⭐ 157
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
total releases 3most recent commit 3 years ago
Deep Kernel Transfer ⭐ 142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
most recent commit 2 years ago
Torch Uncertainty ⭐ 132
Uncertainty for deep learning models in PyTorch 🌱
most recent commit 3 months ago
Irondepth ⭐ 98
(BMVC 2022) IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty
most recent commit a year ago
Pymatviz ⭐ 98
A toolkit for visualizations in materials informatics.
dependent packages 1total releases 17most recent commit 3 months agopypi pymatviz} Downloads
Welleng ⭐ 97
A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.
total releases 62most recent commit 4 months ago
Kfnet ⭐ 88
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)
most recent commit 4 years ago
Monorun ⭐ 88
[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation
most recent commit 2 years ago
Gelato ⭐ 85
Bayesian dessert for Lasagne
most recent commit 7 years ago
Deep Ensembles Uncertainty ⭐ 82
My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"
most recent commit 6 years ago
The 7 Most Depended On Python Uncertainty Open Source Projects
Uncertainties ⭐ 509
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
dependent packages 156total releases 79latest release June 19, 2022most recent commit 3 months agopypi uncertainties} Downloads
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46latest release January 08, 2023most recent commit 3 months agopypi SALib} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Pymatviz ⭐ 98
A toolkit for visualizations in materials informatics.
dependent packages 1total releases 17latest release November 05, 2023most recent commit 3 months agopypi pymatviz} Downloads
Timely Beliefs ⭐ 27
Model data as beliefs (at a certain time) about events (at a certain time).
dependent packages 1total releases 78latest release November 08, 2023most recent commit 4 months agopypi timely-beliefs} Downloads
The 10 Latest Releases In Python Uncertainty Open Source Projects
Welleng ⭐ 97
A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.
total releases 62latest release November 12, 2023most recent commit 4 months ago
Timely Beliefs ⭐ 27
Model data as beliefs (at a certain time) about events (at a certain time).
dependent packages 1total releases 78latest release November 08, 2023most recent commit 4 months agopypi timely-beliefs} Downloads
Pymatviz ⭐ 98
A toolkit for visualizations in materials informatics.
dependent packages 1total releases 17latest release November 05, 2023most recent commit 3 months agopypi pymatviz} Downloads
Doubt ⭐ 44
Bringing back uncertainty to machine learning.
total releases 23latest release October 31, 2023most recent commit 6 months ago
Sandy ⭐ 34
Sampling nuclear data and uncertainty
total releases 1latest release July 07, 2023most recent commit 10 months ago
Ibug ⭐ 19
Instance-based uncertainty estimation for gradient-boosted regression trees
total releases 6latest release January 31, 2023most recent commit a year ago
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46latest release January 08, 2023most recent commit 3 months agopypi SALib} Downloads
Uncertainties ⭐ 509
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
dependent packages 156total releases 79latest release June 19, 2022most recent commit 3 months agopypi uncertainties} Downloads
Modelmetricuncertainty ⭐ 7
Python package for Model Metric Uncertainty estimation
total releases 9latest release June 07, 2022most recent commit a year ago
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