synthesized-io / fairlensLinks
Identify bias and measure fairness of your data
☆95Updated last week
Alternatives and similar repositories for fairlens
Users that are interested in fairlens are comparing it to the libraries listed below
Sorting:
- Toolkit for developing and maintaining ML models☆152Updated last year
- A library of Reversible Data Transforms☆131Updated last week
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆109Updated last year
- openclean - Data Cleaning and data profiling library for Python☆83Updated 4 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆223Updated last month
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆349Updated 2 months ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- ☆30Updated 4 years ago
- yet another custom data science template via cookiecutter☆70Updated 2 months ago
- Python Automated Machine Learning library for tabular data.☆46Updated 3 years ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated 3 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- A library to find and visualise the most interesting slices in multidimensional data☆111Updated 10 months ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆256Updated this week
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago
- Editing machine learning models to reflect human knowledge and values☆128Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 2 months ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆247Updated this week
- Benchmarking synthetic data generation methods.☆301Updated this week
- A general purpose recommender metrics library for fair evaluation.☆277Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- 📈🔍 Lets Python do AB testing analysis.☆78Updated 9 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Python package for deduplication/entity resolution using active learning☆83Updated last year
- Missing data amputation and exploration functions for Python☆72Updated 3 years ago
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆206Updated 3 years ago
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆86Updated 2 years ago