Open-Source Software, Tutorials, and Research on Data-Centric AI π€
β358Sep 29, 2026Updated 3 weeks ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tutorials for YData's Fabric platformβ36May 12, 2025Updated last year
- Curated list of open source tooling for data-centric AI on unstructured data.β738Nov 15, 2023Updated 2 years ago
- Synthetic data generators for tabular and time-series dataβ1,661Sep 3, 2026Updated last month
- Data Quality assessment with one line of codeβ455Apr 23, 2026Updated 6 months ago
- A curated, but incomplete, list of data-centric AI resources.β1,160Jun 26, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Fabric SDK to interact with the Fabric platformβ22Mar 4, 2026Updated 7 months ago
- β30Feb 9, 2023Updated 3 years ago
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluationβ36Aug 14, 2024Updated 2 years ago
- NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!β28Jul 13, 2023Updated 3 years ago
- SDNist: Benchmark data and evaluation tools for data synthesizers.β44Jun 5, 2026Updated 4 months ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data β¦β11,723Jan 13, 2026Updated 9 months ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β4,067Dec 28, 2025Updated 10 months ago
- nannyml: post-deployment data science in pythonβ2,162Jul 12, 2025Updated last year
- Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 π©π½βπ»β488Feb 24, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Open Source Data Annotation & Labeling Toolsβ734Jul 6, 2026Updated 3 months ago
- An open-source data logging library for machine learning models and data pipelines. π Provides visibility into data quality & model perfβ¦β2,836Jan 10, 2025Updated last year
- β13May 12, 2023Updated 3 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"β17Jan 12, 2024Updated 2 years ago
- β15Jul 16, 2014Updated 12 years ago
- A tool to generate stubs for Python packages using numpydoc-format docstrings and monkeytype tracesβ13Mar 14, 2024Updated 2 years ago
- Awesome list for data journalists and future data journalistsβ240Oct 22, 2026Updated last week
- β17Jan 4, 2023Updated 3 years ago
- From display to video, the value of an impression can only be realized if an ad is viewed by a user. Therefore, when using programmatic aβ¦β11Jun 16, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- π² A curated list of MLOps projects, tools and resourcesβ187Apr 22, 2024Updated 2 years ago
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,628Updated this week
- Modern development with Python in 2024β12Aug 17, 2026Updated 2 months ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)β26May 30, 2019Updated 7 years ago
- ML REPA Library: MLOps and ML Engineering Solutions for Successβ24Jun 26, 2023Updated 3 years ago
- Describe the format of image/text datasetsβ12Apr 26, 2022Updated 4 years ago
- A copier template repository for a e2e batch ZenML MLOps pipeline.β14Dec 17, 2025Updated 10 months ago
- β12Sep 21, 2023Updated 3 years ago
- Covid-19 spread simulator with human mobility and intervention modeling.β19Oct 14, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Hyperparameter tuning via uncertainty modelingβ51May 3, 2024Updated 2 years ago
- β27Oct 13, 2022Updated 4 years ago
- A list of tools for annotating data, managing annotations, etc.β613Aug 1, 2024Updated 2 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ21,047Updated this week
- Pytest plugin for mocking BigQuery data from the python BigQuery client.β14Feb 6, 2023Updated 3 years ago
- Project repository of Apache Airflow, deployed on Docker in Amazon EC2 via GitLab.β16Sep 3, 2021Updated 5 years ago
- AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&Bβ24Oct 17, 2023Updated 3 years ago