bias-correction · GitHub Topics

#计算机科学#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.

人工智能 fairness-ai fairness fairness-testing fairness-awareness-model bias-detection bias bias-correction bias-reduction bias-finder 机器学习深度学习 codait trusted-ai R Python

Python 2.54 k

3 个月前

Nicholasli1995 / EvoSkeleton

#计算机科学#Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

human-pose-estimation 3d-pose-estimation data-augmentation 深度学习 evolutionary-algorithms bias-correction dataset 3d-computer-vision cvpr2020 geometric-deep-learning synthetic-data 3d-human-pose smpl cvpr

Python 335

4 年前

JuliaClimate / ClimateTools.jl

Climate science package for Julia

Julia 语言 parallel-computing timeseries bias-correction

Julia 122

4 个月前

ResponsiblyAI / responsibly

#自然语言处理#Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Python 机器学习人工智能 fairness bias 数据科学 ethics fairness-ml fairness-ai fairness-testing fairness-awareness-model bias-correction 自然语言处理 bias-reduction bias-finder audit

Python 96

1 年前

btschwertfeger / python-cmethods

A collection of bias correction techniques written in Python - for climate sciences.

bias-correction python-module Python cdf

Python 65

12 天前

EqualityAI / EqualityML

#计算机科学#Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.

bias bias-correction 数据科学 fairness fairness-ml 机器学习

Jupyter Notebook 35

1 年前

mlr-org / mcboost

#计算机科学#Multi-Calibration & Multi-Accuracy Boosting for R

机器学习 classification fairness fairness-ml fairness-ai responsible-ai bias-correction bias-detection post-processing ethics

R 32

6 个月前

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.

Python bias-correction

Python 29

3 年前

BetterForAll / HonestyMeter

#大语言模型#HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.

bias-correction bias-detection 大语言模型

JavaScript 26

2 个月前

adamlilith / enmSdmX

Tools for Modeling Niches and Distributions of Species

bias-correction

R 25

22 天前

WSWUP / gridwxcomp

Comparison of weather station and gridded climate datasets

bias-correction climate data spatial-analysis weather

Python 20

2 个月前

valeria-io / bias-in-credit-models

Examples of unfairness detection for a classification-based credit model

fairness fairness-ai fairness-testing bias-detection bias-correction

Jupyter Notebook 19

6 年前

maxdreyer / Reveal2Revise

Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.

bias correction xai bias-correction bias-detection debugging

Python 19

1 年前

ldicarlo1 / weather_forecast_bias_correction

#计算机科学#A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.

weather-forecast weather bias-correction gradient-boosting 机器学习 presentation Python

Jupyter Notebook 17

3 年前

SSQ / Coursera-Ng-Improving-Deep-Neural-Networks-Hyperparameter-tuning-Regularization-and-Optimization

Short description for quick search

initialization dropout bias-correction momentum adam-optimizer learning-rate-decay Tensorflow

Python 17

6 年前

rsasaki0109 / imu_estimator

attitude estimator with gyro bias correction

imu ekf bias-correction

C++ 16

1 年前

krangelie / bias-in-german-nlg

#自然语言处理#Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.

自然语言处理 text-classification bias-detection bias-correction natural-language-generation ethical-artificial-intelligence

Jupyter Notebook 15

6 个月前

lizanafj / ensemble-bias-correction

Bias correction method using quantile mapping

bias bias-correction climate

Python 14

1 年前

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 ensemble models bias-correction

R 12

22 天前

IQTLabs / daisybell

Scan your AI/ML models for problems before you put them into production.

bias-correction bias-detection Cybersecurity ai-alignment ai-safety

Python 12

13 天前