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Made-With-ML

GokuMohandas /Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality distributed-training mlops distributed-ml llms

UpdatedAug 18, 2024
Jupyter Notebook

applied-ml

eugeneyan /applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning

UpdatedJul 18, 2024

ydataai /ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

python data-science machine-learning statistics deep-learning jupyter pandas-dataframe exploratory-data-analysis jupyter-notebook eda pandas exploration data-analysis html-report data-exploration hacktoberfest pandas-profiling data-quality data-profiling big-data-analytics

UpdatedMar 26, 2025
Python

cleanlab /cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

data-science annotation data-validation exploratory-data-analysis weak-supervision dataops outlier-detection labeling datasets data-cleaning active-learning data-quality data-profiling data-curation dataquality noisy-labels out-of-distribution-detection data-labeling data-centric-ai llms

UpdatedMar 12, 2025
Python

great-expectations /great_expectations

Always know what to expect from your data.

data-science pipeline exploratory-data-analysis eda data-engineering data-quality data-profiling datacleaner exploratory-analysis cleandata dataquality datacleaning mlops pipeline-tests pipeline-testing dataunittest data-unit-tests exploratorydataanalysis pipeline-debt data-profilers

UpdatedMar 26, 2025
Python

fiftyone

voxel51 /fiftyone

Refine high-quality datasets and visual AI models

visualization python data-science machine-learning computer-vision deep-learning artificial-intelligence developer-tools image-classification object-detection data-cleaning active-learning data-quality data-curation unstructured-data vector-search data-centric-ai

UpdatedMar 27, 2025
Python

OpenMetadata

open-metadata /OpenMetadata

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

metadata data-science data-validation snowflake data-catalog data-discovery dbt hacktoberfest data-quality-checks data-quality data-profiling metadata-management dataengineering dataquality data-governance data-lineage data-contracts data-observability datadiscovery data-collaboration

UpdatedMar 27, 2025
TypeScript

evidentlyai /evidently

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

data-science machine-learning data-validation pandas-dataframe jupyter-notebook html-report hacktoberfest data-quality mlops model-monitoring data-drift llm generative-ai llmops

UpdatedMar 26, 2025
Jupyter Notebook

feast-dev /feast

The Open Source Feature Store for AI/ML

python data-science machine-learning big-data ml data-engineering features data-quality mlops feature-store

UpdatedMar 27, 2025
Python

lakeFS

treeverse /lakeFS

lakeFS - Data version control for your data lake | Git for data

go golang apache-spark aws-s3 google-cloud-storage data-engineering data-lake azure-storage data-version-control object-storage datalake hadoop-filesystem data-quality data-versioning azure-blob-storage apache-sparksql git-for-data lakefs datalakes

UpdatedMar 27, 2025
Go

mlops-course

GokuMohandas /mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality mlops distributed-ml llms

UpdatedAug 16, 2024
Jupyter Notebook

datafold /data-diff

Compare tables within or across databases

mysql python postgres data-science data sql database postgresql snowflake data-engineering rdbms dbt oracle-database data-quality dataengineering trino dataquality data-quality-monitoring data-diffing databricks-sql

UpdatedMay 17, 2024
Python

whylabs /whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

python data-science machine-learning analytics logging constraints dataset dataops data-pipeline data-quality calculate-statistics data-constraints mlops model-performance ml-pipelines ai-pipelines approximate-statistics statistical-properties

UpdatedJan 10, 2025
Jupyter Notebook

soda-core

sodadata /soda-core

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas)https://www.soda.io

python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing

UpdatedMar 26, 2025
Python

feathr-ai /feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

data-science machine-learning apache-spark azure artificial-intelligence data-engineering feature-engineering data-quality mlops feature-store feature-management feature-marketplace feature-governance feature-metadata feature-platform

UpdatedApr 4, 2024
Scala

featureform

featureform /featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

python data-science machine-learning ml embeddings feature-engineering hacktoberfest data-quality mlops feature-store vector-database embeddings-similarity

UpdatedMar 26, 2025
Jupyter Notebook

re-data /re-data

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

data-analysis dbt data-quality-checks data-quality dataquality open-source-tooling data-monitoring data-quality-monitoring data-testing dbt-packages data-observability data-reliability

UpdatedApr 30, 2024
HTML

odd-platform

opendatadiscovery /odd-platform

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

metadata data-science oss bigdata alerting data-engineering data-catalog data-discovery data-platform data-exploration data-pipelines observability lineage data-quality data-profiling metadata-management data-governance data-lineage datacatalog data-observability

UpdatedFeb 19, 2025
Java

data-centric-AI

daochenzha /data-centric-AI

A curated, but incomplete, list of data-centric AI resources.

data-science machine-learning ai artificial-intelligence data-engineering data-quality data-curation data-centric data-centric-ai data-centric-machine-learning

UpdatedJun 26, 2024

cleanlab /cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

data-science computer-vision deep-learning data-validation exploratory-data-analysis image-classification image-generation image-segmentation image-analysis data-exploration image-quality data-quality data-profiling data-centric-ai

UpdatedApr 23, 2024
Python

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