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GitHub topics: error-analysis

microsoft/responsible-ai-workshop

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

Language: Jupyter Notebook - Size: 237 MB - Last synced at: about 24 hours ago - Pushed at: about 2 months ago - Stars: 44 - Forks: 9

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.

Language: TypeScript - Size: 111 MB - Last synced at: about 24 hours ago - Pushed at: 2 months ago - Stars: 1,517 - Forks: 399

GlacioHack/xdem

Analysis of digital elevation models (DEMs)

Language: Python - Size: 23.8 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 165 - Forks: 42

IDKNWHORU/jupyter-gemini-assistant

A VSCode extension that leverages Gemini AI to analyze and explain errors in Jupyter notebooks, helping beginners debug with ease.

Language: JavaScript - Size: 42.2 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 0

lartpang/PyIRSTDMetrics

A simple and efficient implementation for the IRSTD performance analysis.

Language: Python - Size: 85.9 KB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

baggepinnen/MonteCarloMeasurements.jl

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

Language: Julia - Size: 4.85 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 274 - Forks: 17

dagpunk/windows-event-log-auto-export

Automatically export Windows event logs to CSV

Language: PowerShell - Size: 95.7 KB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

ServiceNow/azimuth

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

Language: Python - Size: 44 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 68 - Forks: 7

gaborhor/solar-ml-project

End-to-end Modeling and Error Analysis on solar farm production data

Language: Jupyter Notebook - Size: 8.09 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

asancdec/Monte-Carlo-Integrator

(Python) The FunctionIntegrator class allows for Monte Carlo integration, visualizes the function and its integral, and supports parameter grids for multiple iterations. It enables efficient integration, including error analysis when an analytical solution is available.

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ALZ-11/FtoC

Fahrenheit to Celsius conversion analysis, comparing accurate and approximate methods with visualizations and error analysis.

Language: Jupyter Notebook - Size: 445 KB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

LetianHuang/op43dgs

[ECCV'24] On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy

Language: Cuda - Size: 6.83 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 126 - Forks: 9

cgobat/asymmetric_uncertainty

A package for handling numeric quantities with asymmetric uncertainties.

Language: Jupyter Notebook - Size: 201 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

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.

Language: Python - Size: 190 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 51 - Forks: 3

rameshs-data/GenAI_Text_Classification_Evaluation

Evaluates a binary text classification notebook where GenAI misclassified labels. Demonstrating understanding of precision and recall allows for effective problem-solving and proposes threshold adjustments to improve model performance.

Language: Jupyter Notebook - Size: 729 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

ejhigson/nestcheck

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

Language: Python - Size: 449 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 10

arfin-parween/Numerical-Method-Numerical-Analysis-

Numerical methods are a collection of techniques used to find approximate solutions to mathematical problems that cannot be solved exactly. These methods are essential for tackling complex equations and models in various fields such as engineering, physics, and finance.

Size: 25.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

FastAccounting/nobunaga

Nobunaga: Object Detection Analyzer

Language: Python - Size: 2.16 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

jj1bdx/gonnet-math-accuracy

Error analysis of system mathematical functions, by Gaston H. Gonnet, ETH, Informatik

Language: C - Size: 919 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jkkummerfeld/berkeley-coreference-analyser

A tool for classifying errors in coreference resolution

Language: Python - Size: 1.67 MB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 11

jkkummerfeld/berkeley-parser-analyser

A tool for classifying mistakes in the output of parsers

Language: Python - Size: 938 KB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 40 - Forks: 9

ModelOriented/auditor

Model verification, validation, and error analysis

Language: R - Size: 50.6 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 13

perpendicooler/Infinite-Matrices-And-Its-Application

Infinite Matrices and Its Application

Language: TeX - Size: 6.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dreamchef/Black-Scholes-options-pricing

Tests the Black-Scholes model's performance on forecasting option call prices of a selected option chain dataset. Discusses factors such as volatility and time to expiration that affect the estimations of call option prices and how this occurs within the dynamics of the model.

Language: Python - Size: 5.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

chakravala/Wilkinson.jl

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

Language: Julia - Size: 29.3 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

Google-Developers-Sohag/Therac-25-Anti-patterns

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

Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

RimTouny/Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques

The project aimed to classify Gutenberg texts accurately. Employing advanced NLP methodologies, it covered collection, preprocessing, feature engineering, and model evaluation for literary work classification. as part of the University of Ottawa's 2023 NLP course.

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

rhugonnet/ww_tvol_study

Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).

Language: Python - Size: 24.4 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 37 - Forks: 11

rhugonnet/dem_error_study

Process case studies on DEM uncertainty analysis at the Mont-Blanc massif and Northern Patagonian Icefield: Hugonnet et al. (2022).

Language: Python - Size: 2.36 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

iftekmahmud/Web-Task-Optimizer

Automate web-based tasks for data retrieval from specific dashboards with Python scripts developed at Infozillion Teletech BD Ltd. Optimize and analyze MNO and IPTSP files to generate comprehensive reports.

Language: Python - Size: 19.5 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

iftekmahmud/Telecom-Error-Analyzer

Automate the aggregation and analysis of error code data from MNOs and IPTSPs with this Python script, developed at Infozillion Teletech BD Ltd. The script combines, processes, and summarizes data, providing a convenient "Grand Total" overview and generating an output CSV file for further analysis.

Language: Python - Size: 11.7 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MauricioVazquezM/NumericalMethodsCourseAssignments

Numerical Methods course assignments.

Language: MATLAB - Size: 249 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

iftekmahmud/Infozillion-Data-Toolkit

Cutting-edge Python scripts meticulously developed for Infozillion Teletech BD Ltd. to automate complex data retrieval and error analysis tasks.

Language: Python - Size: 41 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

Ruthvicp/Logytics_IBM_Log_Analysis

Built an error prediction system using LSTM and integrated the model in Flask to make it a web application. Collected logs were trained using the model, and tested on the log data without error.

Language: Python - Size: 12.1 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 4

areenraj/Monte-Carlo-Error-Reduction

A computational study that ventures into the reduction of the standard error of a Monte Carlo simulation with the example of option pricing.

Language: Python - Size: 40 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ttungl/Machine-Learning

Machine learning techniques, such as Linear Regression, Logistic Regression, Neural Networks (feedforward propagation, backpropagation algorithms), Diagnosing Bias/Variance, Evaluating a Hypothesis, Learning Curves, Error Analysis, Support Vector Machines, K-Means Clustering, PCA, Anomaly Detection System, and Recommender System.

Language: Matlab - Size: 73.8 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 4

ines-bettaieb/Airline-Passenger-Satisfaction

Determining the important factors that influences customer's satisfaction of an airline

Language: Jupyter Notebook - Size: 4.43 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

aydnzn/Wind-error-analysis

Repository for wind data analysis using MATLAB and R, as part of a research project at the Technical University of Munich. Developed methods for data processing, visualization, and model accuracy enhancement.

Language: MATLAB - Size: 50 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

EigenSolver/Advanced-Laboratory

Code for modeling and data analysis of PHYS128 AL@UC Santa Barbara. For Demonstration.

Language: Jupyter Notebook - Size: 87.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 3

terablade2001/CECS

CECS (C/C++ Error Control System) is a pure C libary, with C++ support, for textual informative error control. Errors, Warnings or Info that is recording during runtime can be traced back to the file and line where the error occured.

Language: C - Size: 97.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

aashiperun/Predicting-Restaurant-Closures-in-NYC

Predicted restaurant closures based on the cuisine, previous inspection grades and location of the restaurant.

Language: Jupyter Notebook - Size: 547 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Cirdans-Home/padelogarithm

Error analysis and computation of the matrix Logarithm with some Padè approximation

Language: MATLAB - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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).

Language: Python - Size: 2.42 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

AshleyChraya/HubbleConstant-ConstraintsForVCG

This repository contains Python codes for constraining parameters of VCG model by Chi-square minimization method and MCMC (Metropolis Hastings algorithm) using Supernoav data and GW data, and constraining Hubble Constant by least square method, orthogonal regression method and MCMC method using both SN and GW merger data (including newly released O3b dataset).

Language: Jupyter Notebook - Size: 37.8 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

avaapm/TurkishNamedEntityRecognition

Source code and the details of the results in the paper "Named entity recognition in Turkish: A comparative study with detailed error analysis".

Language: Python - Size: 1.15 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

atfrank/PyShifts

Pyshifts: A Pymol Plugin for Chemical Shift-Based Analysis of Biomolecular Ensembles

Language: Python - Size: 51.9 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

ngun7/Sentiment-Analysis

This repo helps you to implement sentiment analysis on any text data using two machine learning algorithms Logistic Regression and Naive Bayes

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 4

klstff/ce-numerical-analysis

Language: Python - Size: 128 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

YiwenMei/Error-Analysis

These repository contains Matlab functions for the evaluation of closeness of two datasets.

Language: MATLAB - Size: 114 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

arkaprabha10/Computational-and-Numeric-Methods

MATLAB codes relevant to CS374 course

Language: MATLAB - Size: 12.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Shubhammawa/MA31020-RTSM

Regression and Time Series course at IIT KGP

Language: Python - Size: 798 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

yashvakil/NLPCosmosQA

Language: Python - Size: 37.5 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

Develop-Packt/Supervised-Learning-Algorithms

This module explores three different supervised learning algorithms used for classification. It also takes a step-by-step approach to solve a supervised learning classification problem using these algorithms and perform error analysis by comparing the results of the three different algorithms.

Language: Jupyter Notebook - Size: 587 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

serwy/cream

CREAM - Cognitive Reliability and Error Analyis Method

Size: 194 KB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

UnitForDataScience/NLPErrorAnalysis

This is the repo for NLP related tasks for Error and Design issue extraction from the corpus

Language: Python - Size: 219 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Related Keywords
error-analysis 55 python 12 machine-learning 10 nlp 5 visualization 5 natural-language-processing 4 uncertainty-quantification 4 logistic-regression 4 data-visualization 4 error-propagation 3 numerical-methods 3 explainable-ai 3 data-analysis 3 jupyter-notebook 3 time-series 3 explainability 3 error-handling 3 monte-carlo-simulation 3 uncertainty-propagation 2 web-automation 2 eda 2 selenium-python 2 visualizer 2 data-retrieval 2 data-processing 2 data-automation 2 central-platform 2 ml 2 error-monitoring 2 error-reporting 2 classification 2 neural-network 2 ai 2 regression-models 2 text-classification 2 xai 2 numerical-integration 2 curve-fitting 2 matrix-logarithm 2 eigenvalues 2 matlab 2 numpy 2 responsible-ai 2 widgets 2 data-science 2 numerical-analysis 2 jupyter 2 fairness-ml 2 fairness-ai 2 dem 2 digital-elevation-model 2 geostatistics 2 fairness 2 visualisation 2 surface-elevation-data 2 terrain-analysis 2 explainable-ml 2 nlp-machine-learning 2 geospatial-analysis 2 classifies-errors 2 remote-sensing 2 random-forest 2 windows-eventlog 1 clustering 1 pyspark 1 flask 1 anomaly-detection 1 backpropagation 1 keras 1 log 1 linear-regression 1 learning-curve 1 lstm 1 feedforward-neural-network 1 prediction 1 quantitative-finance 1 option-pricing 1 word-embedding 1 word2vec 1 word2vec-embeddinngs 1 dems 1 elevation-change 1 glacier 1 glaciology 1 mass-change 1 sea-level-rise 1 spatiotemporal-analysis 1 volume-change 1 digital-surface-model 1 spatial-correlation 1 spatial-data-analysis 1 pyautogui-automation 1 telecommunications 1 automation 1 data-aggregation 1 pandas 1 telecom 1 fourier-transform 1 nonlinear-equations 1 data-management 1