Data-Centric-AI-Community / awesome-data-centric-aiLinks
Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
☆338Updated last year
Alternatives and similar repositories for awesome-data-centric-ai
Users that are interested in awesome-data-centric-ai are comparing it to the libraries listed below
Sorting:
- Curated list of open source tooling for data-centric AI on unstructured data.☆719Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.☆222Updated last month
- OmniXAI: A Library for eXplainable AI☆933Updated 11 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆469Updated last month
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆81Updated last year
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆333Updated this week
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆211Updated 8 months ago
- Compilation of high-profile real-world examples of failed machine learning projects☆732Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆437Updated 10 months ago
- Data Quality assessment with one line of code☆446Updated this week
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆115Updated last year
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆241Updated this week
- Introduction to Data-Centric AI, MIT IAP 2023 🤖☆100Updated 2 weeks ago
- Template repository for data science lifecycle project☆193Updated 5 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Online machine learning resources☆568Updated 10 months ago
- 🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!☆288Updated 8 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- Benchmarking synthetic data generation methods.☆274Updated this week
- Editing machine learning models to reflect human knowledge and values☆127Updated last year
- 📖 A curated list of resources dedicated to synthetic data☆130Updated 2 years ago
- ☆39Updated 2 years ago
- Resources for Data Centric AI☆1,123Updated last year
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆648Updated 2 weeks ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆131Updated last year
- A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podc…☆75Updated last week
- Applied Machine Learning Explainability Techniques, published by Packt☆247Updated last year
- Joining the modern data stack with the modern ML stack☆197Updated 2 years ago