An open-source data logging library for machine learning models and data pipelines. π Provides visibility into data quality & model performance over time. π‘οΈ Supports privacy-preserving data collection, ensuring safety & robustness. π
β2,802Jan 10, 2025Updated last year
Alternatives and similar repositories for whylogs
Users that are interested in whylogs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Profile and monitor your ML data pipeline end-to-endβ177Sep 28, 2021Updated 4 years ago
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,330Updated this week
- Algorithms for outlier, adversarial and drift detectionβ2,505Dec 11, 2025Updated 3 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¦β3,994Dec 28, 2025Updated 2 months ago
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewβ¦β2,142Mar 12, 2026Updated last week
- π LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). π Extracts signals from prompts & responses, ensuring saβ¦β979Nov 22, 2024Updated last year
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,281Updated this week
- Always know what to expect from your data.β11,280Updated this week
- nannyml: post-deployment data science in pythonβ2,133Jul 12, 2025Updated 8 months ago
- The Open Source Feature Store for AI/MLβ6,824Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!β8,520Mar 16, 2026Updated last week
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lineβ¦β669Feb 22, 2025Updated last year
- A light-weight, flexible, and expressive statistical data testing libraryβ4,259Updated this week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering andβ¦β10,798Updated this week
- The fastest β‘οΈ way to build data pipelines. Develop iteratively, deploy anywhere. βοΈβ3,623May 29, 2025Updated 9 months ago
- Data Contracts engine for the modern data stack. https://www.soda.ioβ2,309Mar 17, 2026Updated last week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,735Updated this week
- Build, Manage and Deploy AI/ML Systemsβ9,956Updated this week
- Algorithms for explaining machine learning modelsβ2,621Oct 17, 2025Updated 5 months ago
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,172Jun 2, 2025Updated 9 months ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows. Flyte 2 now available locally: httpsβ¦β6,896Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integraβ¦β1,657Updated this week
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β6,043Updated this week
- Coarse-grained lineage and tracing for machine learning pipelines.β471Nov 11, 2022Updated 3 years ago
- π Online machine learning in Pythonβ5,757Mar 9, 2026Updated 2 weeks ago
- π¦ Data Versioning and ML Experimentsβ15,458Mar 18, 2026Updated last week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, aβ¦β24,874Updated this week
- Hopsworks - Data-Intensive AI platform with a Feature Storeβ1,289Feb 10, 2025Updated last year
- A curated list of references for MLOpsβ13,821Nov 21, 2024Updated last year
- Open LLM Telemetry packageβ29Nov 29, 2024Updated last year
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.β1,967Jul 3, 2025Updated 8 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¦β11,376Jan 13, 2026Updated 2 months ago
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β718Sep 13, 2023Updated 2 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,277Updated this week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling β¦β6,582Updated this week
- Fit interpretable models. Explain blackbox machine learning.β6,816Mar 17, 2026Updated last week
- A python package to make it easier to interact with WhyLabs APIsβ15Dec 16, 2024Updated last year
- Modin: Scale your Pandas workflows by changing a single line of codeβ10,364Feb 10, 2026Updated last month
- the GPU-native, sandboxed Postgres for AI agentsβ9,040Feb 16, 2026Updated last month