A simple to use EventEmitter and Data-Observer python package.

Expectation Maximization (EM) algorithm for estimating maximum likelihood (ML) parameters of partially observed data on a three-node Bayesian Network Probabilistic Graphical Model.

Data Lineage Observability Project

DataSphere is the first open-source cloud-native data observability platform that helps you trace the whole data infrastructure in your warehouses, lakes and databases.

Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes

Data observability for postgreSQL using alibi-detect

Endpoint downtime detection, monitoring, and traffic simulation developer tool

dbt native framework built to observe modern data stack

Automatically validate datasets, poll task status, and display validation results in a GitHub using Swiple pull request.

Open-source GCP metadata collector based on ODD Specification

Open-source metadata collector based on ODD Specification

⚡ Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline.

Metrics Observability & Troubleshooting

Code review for data in dbt

Códigos, plataformas, ferramentas e processos em alta;

Demo showing how the Trustworthy Language Model add reliability to LLM outputs and improves RAG, agents, and data enrichment worfklows. can be used to improve fine-tuning of LLMs, accuracy of LLM outputs, and smart routing for RAG and agents.

Swiple enables you to easily observe, understand, validate and improve the quality of your data

re_data - fix data issues before your users & CEO would discover them 😊

Open Source Data Quality Monitoring.