Projects in Awesome Lists tagged with error-analysis

https://github.com/microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

data-analysis data-science data-visualization error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml interpretability jupyter machine-learning machinelearning ml responsible-ai ui visualization widget widgets

Last synced: 13 May 2025

https://github.com/baggepinnen/montecarlomeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

error-analysis error-propagation gpu-acceleration gpu-computing monte-carlo monte-carlo-sampling monte-carlo-simulation numeric-types particle-filter physical-quantities probability-distributions robust-optimization uncertainties uncertainty-propagation uncertainty-sampling

Last synced: 25 Jan 2026

https://github.com/baggepinnen/MonteCarloMeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

error-analysis error-propagation gpu-acceleration gpu-computing monte-carlo monte-carlo-sampling monte-carlo-simulation numeric-types particle-filter physical-quantities probability-distributions robust-optimization uncertainties uncertainty-propagation uncertainty-sampling

Last synced: 27 Mar 2025

https://github.com/GlacioHack/xdem

Analysis of digital elevation models (DEMs)

coregistration dem digital-elevation-model error-analysis geostatistics gis python surface-elevation-data terrain-analysis uncertainty-quantification variogram

Last synced: 10 May 2025

https://github.com/ModelOriented/auditor

Model verification, validation, and error analysis

classification error-analysis explainable-artificial-intelligence machine-learning model-validation regression-models residuals xai

Last synced: 05 May 2025

https://github.com/ahmed-mohamed-sn/olliePy

OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web applications. The data scientist only needs to provide the data and any required information and OlliePy will generate the rest.

ai analytics charts dashboard data data-analytics data-science data-scientist eda error-analysis exploratory-data-analysis machine-learning python visualization

Last synced: 08 May 2025

https://github.com/lartpang/pyirstdmetrics

[NeurIPS 2025 (D&B)] Rethinking Evaluation of Infrared Small Target Detection

error-analysis infrared-small-target-detction infrared-small-target-images infrared-small-target-segmentation irstd metric metrics

Last synced: 25 Nov 2025

https://github.com/microsoft/responsible-ai-workshop

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml jupyter-notebook machine-learning ml mlops-workshop principles responsible-ai widgets

Last synced: 16 Mar 2026

https://github.com/cgobat/asymmetric_uncertainty

A package for handling numeric quantities with asymmetric uncertainties.

error-analysis error-propagation python uncertainty-propagation

Last synced: 25 Dec 2025

https://github.com/ejhigson/nestcheck

Error analysis, diagnostic tests and plots for nested sampling calculations.

bayesian-inference dynamic-nested-sampling error-analysis nested-sampling python sampling-error

Last synced: 20 Feb 2026

https://github.com/sap/agent-quality-inspect

Evaluation package that allows benchmarking of agentic AIs from various sources and frameworks by producing statistical results which can be compared across different use cases and datasets.

agentic-ai error-analysis evaluation llm llm-as-a-judge metrics user-proxy

Last synced: 07 Apr 2026

https://github.com/chakravala/wilkinson.jl

Toolkit for studying numerical analysis and floating point algebra round-off

error-analysis error-propagation floating-point floating-point-arithmetic ieee754 metaprogramming numerical-analysis polynomials

Last synced: 13 Mar 2026

https://github.com/nscottnichols/erroranalysis-py

Generate error bars and perform binning analysis using jackknife or bootstrap resampling. Calculate average and error in quantum Monte Carlo data (or other data) and on functions of averages (such as fluctuations, skew, and kurtosis).

binning-analysis bootstrap bootstrap-resampling error-analysis jackknife jackknife-resampling qmc quantum-monte-carlo

Last synced: 15 May 2025

https://github.com/google-developers-sohag/therac-25-anti-patterns

Analysis of the most famous historical catastrophic medical radiotherapy device including it's catastrophic software anti-patterns.

antipatterns error-analysis error-handling malfunction medical-imaging medicine pdp-11 radiotherapy software-engineering software-failure therac-25

Last synced: 02 Mar 2026

https://github.com/nsarang/pymortem

Post-mortem debugging tool for Python that provides direct access to variables and frames after exceptions occur. Rich tracebacks, frame inspection, and context execution without separate interactive shells.

debugger developer-tools error-analysis exception-handling jupyter post-mortem python-debugging traceback

Last synced: 14 Dec 2025

https://github.com/serwy/cream

CREAM - Cognitive Reliability and Error Analyis Method

cognitive-processes error-analysis

Last synced: 08 Mar 2026

https://github.com/ranjan-mohanty/logai

🤖 AI-powered log analysis tool - Parse, group, and understand your logs with intelligent error detection and automated insights

ai analysis error-analysis log-analysis logging

Last synced: 04 Mar 2026

https://github.com/mauriciovazquezm/numericalmethodscourseassignments

Numerical Methods course assignments.

eigenvalues error-analysis fourier-transform nonlinear-equations numerical-methods

Last synced: 23 Sep 2025

https://github.com/mohamedsci/cypress-failure-analyzer

cypress-failure-analyzer: Cypress Failed Tests Report Generator

automation cli cypress cypress-io debugging e2e e2e-testing error-analysis javascript mochawesome qa qa-automation report-generation

Last synced: 10 Mar 2026

https://github.com/zsayf/win-sayver

🚀 AI-powered Windows troubleshooting assistant using Google Gemini 2.5 Pro. Analyzes system specs, processes error screenshots, and provides intelligent solutions with Chain-of-Thought reasoning. Professional PyQt6 GUI with enterprise security.

ai artificial-intelligence desktop-application error-analysis gemini gui-application pyqt6 python screenshot-analysis system-analysis system-profiler troubleshooting windows windows-10 windows-11