Topic: "bias-correction"
Trusted-AI/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Language: Python - Size: 6.52 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 2,580 - Forks: 875
Nicholasli1995/EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
Language: Python - Size: 17.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 323 - Forks: 43
JuliaClimate/ClimateTools.jl
Climate science package for Julia
Language: Julia - Size: 12.6 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 120 - Forks: 16
ResponsiblyAI/responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Language: Python - Size: 33 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 97 - Forks: 22
btschwertfeger/python-cmethods
A collection of bias correction techniques written in Python - for climate sciences.
Language: Python - Size: 9.04 MB - Last synced at: about 14 hours ago - Pushed at: about 1 month ago - Stars: 69 - Forks: 13
EqualityAI/EqualityML
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
Language: Jupyter Notebook - Size: 7.05 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 3
mlr-org/mcboost
Multi-Calibration & Multi-Accuracy Boosting for R
Language: R - Size: 860 KB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 32 - Forks: 4
BetterForAll/HonestyMeter
HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.
Language: JavaScript - Size: 1.83 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 26 - Forks: 1
AgroClimaticTools/CDBC
Climate Data Bias Corrector: A tool to bias correct the Global Climate Model (GCM)/ Regional Climate Model (RCM) simulated future climatic daily projections.
Language: Python - Size: 1.11 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 9
adamlilith/enmSdmX
Tools for Modeling Niches and Distributions of Species
Language: R - Size: 11.1 MB - Last synced at: about 15 hours ago - Pushed at: about 2 months ago - Stars: 25 - Forks: 3
WSWUP/gridwxcomp
Comparison of weather station and gridded climate datasets
Language: Python - Size: 77.1 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 20 - Forks: 8
valeria-io/bias-in-credit-models
Examples of unfairness detection for a classification-based credit model
Language: Jupyter Notebook - Size: 28.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 19 - Forks: 2
maxdreyer/Reveal2Revise
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
Language: Python - Size: 9.35 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 0
SSQ/Coursera-Ng-Improving-Deep-Neural-Networks-Hyperparameter-tuning-Regularization-and-Optimization
Short description for quick search
Language: Python - Size: 7.87 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 18
krangelie/bias-in-german-nlg
Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.
Language: Jupyter Notebook - Size: 61.6 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 1
Risk-Team/CAVAanalytics
CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of climate research and user needs
Language: R - Size: 160 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 13 - Forks: 1
rsasaki0109/imu_estimator
attitude estimator with gyro bias correction
Language: C++ - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 0
IQTLabs/daisybell 📦
Scan your AI/ML models for problems before you put them into production.
Language: Python - Size: 2.98 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 11 - Forks: 7
ldicarlo1/weather_forecast_bias_correction
A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
Language: Jupyter Notebook - Size: 4.05 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1
mammask/droughtR
An R package for non-stationary meteorological drought monitoring
Language: R - Size: 7.03 MB - Last synced at: about 15 hours ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 4
lizanafj/ensemble-bias-correction
Bias correction method using quantile mapping
Language: Python - Size: 230 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2
btschwertfeger/BiasAdjustCXX
Bias correction command-line tool for climatic research written in C++
Language: C++ - Size: 12.5 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 2
JMitnik/FacialDebiasing
Debiasing: Mitigating Algorithmic Facial Bias repository
Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 6
CDEIUK/bias-mitigation
Machine Learning Bias Mitigation
Language: Jupyter Notebook - Size: 74.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 6
jtonglet/Twitter-Selection-Bias
Code accompanying the thesis project: "Understanding and Correcting Selection Bias in the Sentiments derived from Flemish Tweets".
Language: R - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
ehsansaleh/code_firth
This repository contains the main ResNet backbone experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".
Language: Python - Size: 969 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1
Tarela/SELMA
Intrinsic bias estimation for improved analysis of bulk and single-cell chromatin accessibility profiles using SELMA
Language: Python - Size: 47.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 3
saulgoodenough/pad_bias_correction
Source code of age-level bias correction
Language: Python - Size: 10.3 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
Brynniiee/phi-OTDR_OSCIL
Applying a BiC class incremental learning model on Distributed optical fiber acoustic sensing signal pattern recognition.
Language: Python - Size: 67.5 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 2 - Forks: 0
seonglae/emgsd-hermes
Steering GPT2-EMGSD less biased & Generating stereotyped text with vanilla GPT2 without fine tuning or prompt engineering
Language: Jupyter Notebook - Size: 505 KB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
elmomoilanen/Bootstrap-sampling-distribution
Use bootstrap resampling to estimate the sampling distribution of a statistic
Language: Python - Size: 346 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
kapsner/BiasCorrector
R package providing a shiny GUI to the functions implemented in rBiasCorrection
Language: R - Size: 526 KB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0
mobashgr/WeLT
A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.
Language: Python - Size: 156 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1
alexpron/mrproc
Magnetic Resonance Imaging data processing pipelines with a strong emphasis on the diffusion weighted MRI (DWI) modality and tractogram estimation
Language: Python - Size: 1.29 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2
sabagh1994/code_dcf
This repository contains the firth bias reduction experiments on the few-shot distribution calibration method conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".
Language: Python - Size: 85 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0
shuowencs/indirect-inference-panel
Indirect inference bias correction for nonlinear panel
Language: R - Size: 97.7 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0
morchalabi/COMPARE-suite
Novel ultrafast suite for high-throughput & high-content multiparameter screening as in drug discovery. It has unique modules for QC, bias correction, similarity measurement, clustering and visualization. It can process hundreds of samples with many markers in a few hours not days & circumvents bath effect. It couples with any plate reader.
Language: R - Size: 32.6 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
srijansood/debias-word-embeddings
Tackling Gender and Race bias in Word Embeddings
Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1
ChenYW68/HDCM
An efficient and effective Bayesian calibration apporach for large-scale raw numerical model outputs
Language: HTML - Size: 572 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0
kapsner/rBiasCorrection
R package to correct measurement biases in gene methylation analyses
Language: R - Size: 1.16 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
ToineSayan/counterfactual-representations-for-explanation
Pytorch implementation of 'Explaining text classifiers with counterfactual representations' (Lemberger & Saillenfest, 2024), ECAI 2024 - 27th European conference on AI
Language: Python - Size: 15.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
sysilviakim/ranking_error
Replication files for "Addressing Measurement Errors in Ranking Questions for the Social Sciences"
Language: R - Size: 56.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
arvinsingh/biases-in-data
Experiments on biases in data & models
Language: Jupyter Notebook - Size: 8.89 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
shubhangkhattar/Mask-Classification-Using-CNN-Artificial-Intelligence
Deep Learning Convolutional Neural Network (CNN) using PyTorch and train it to recognize five different classes: (1) Person without a face mask, (2) Person with a “community” (cloth) face mask, (3) Person with a “surgical” (procedural) mask, (4) Person with a “FFP2/N95/KN95”-type mask (you do not have to distinguish between them), and (5) Person with a FFP2/N95/KN95 mask that has a valve. You do not have to consider other mask types (e.g., FFP3), face shields, full/half-face respirators, PPEs, or images that do not show a single face (e.g., groups of people).
Language: Jupyter Notebook - Size: 186 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
bijoychandraAU/Temporal-disaggregation-of-precipitation
R code for generating the projected 15-min precipitation.
Language: R - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2
imrehg/cdei-development 📦
Machine Learning Bias Exploration
Language: Jupyter Notebook - Size: 49.8 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1
giancarlosjguerra/fuzzy-carnival
dailyword: discover a new word, once a day, straight from your terminal.
Language: Shell - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
brooks-code/fuzzy-carnival
dailyword: discover a new word, once a day, straight from your terminal.
Language: Shell - Size: 1000 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
wnarifin/PVBcorrect
Perform partial verification bias correction for estimates of accuracy measures in diagnostic accuracy studies
Language: R - Size: 82 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
bertjebertjek/BC2Liv
Code to Bias Correct ICAR output based on Livneh data, using quantile mapping.
Language: Jupyter Notebook - Size: 9.52 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
StefKats/MPhys-Adversarial-Mass-Decorrelation
Adaptation of adversarial techniques from https://arxiv.org/pdf/1703.03507 for Higgs physics
Language: Jupyter Notebook - Size: 6.05 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
GustavoFacincani/My-Code
Scripts that I've used during grad school for data collection, analysis, visualization, cleaning, wrangling, etc., for classes, project reports, and manuscripts.
Language: R - Size: 389 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
btschwertfeger/BiasAdjustCXX-Performance-Test
Performmance/execution time test of the bias correction tool BiasAdjustCXX v1.8 in comparison to python-cmethods v0.6.1 and xclim v0.40.0.
Language: HTML - Size: 16.4 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
paytonshaltis/amazon-bias-correction
đź›’ Webscraper used to detect bias in Amazon product reviews for a product. Bias is determined through an original and rigorous algorithm, with the goal of producing a new, corrected, product star review from 1 to 5 based only on reviews that are considered to be 'unbiased'.
Language: Python - Size: 22.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
hhentschke/simulate-standardized-mean-differences
Computation and visualization of standardized mean differences from simulated data
Language: MATLAB - Size: 43.9 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
bmazoure/AssayCorrector
The AssayCorrector eliminates spatial bias in HTS assays using PMP methods.
Language: R - Size: 290 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
AndrMenezes/si2017
Third Scientific Initiation developed during the graduation at UEM
Size: 1020 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
ucfbrd/bife Fork of cran/bife
:exclamation: This is a modified version of the CRAN R package repository. bife — Binary Choice Models with Fixed Effects
Language: R - Size: 1.72 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
