Meet @Evidently 0.2, a stable release of our open-source ML monitoring tool: ​​👩🏽‍🔧 A major refactoring 🧱 100+ ML tests and metrics 🚦 Simplified API 🛠 Integrations with Airflow and Mlflow Getting Started tutorial 👇 Video: youtu.be/2d5AgPKbthE

I’m extremely happy to be part of the event! People here are incredible❤️

🤔 Why we do ML model retraining wrong, and how to do better Our CTO, Emeli Dral, spoke on PyData Global 2022. She discussed how to design a pragmatic ML model retraining strategy, considering available resources, actions and costs of error👇 youtube.com/watch?v=1LcWdV…

New release! Evidently AI 0.3 is here! 🆕 Embeddings drift detection with 4 methods ✅ Customize JSON output to define what to include 📚 Use text descriptors in tabular checks (e.g, “test that text length is between X and Y”) ⛔️ Old API removed Release: github.com/evidentlyai/ev…

Emeli Dral is talking about continuous testing for machine learning models at PyConDE & PyData #PyConDE

🚀Meet Evidently AI 0.3.1. 💬 Text descriptors are supported in all relevant metrics! You can run tests like "check that text length is within these bounds." 🔢 Embeddings drift detection in Tests Suites 🐞 A lot of fixes (thanks to everyone reporting!) github.com/evidentlyai/ev…

📊Meet Evidently 0.3.2.1! Evidently HTML Reports finally got more lightweight! Great news for anyone working with larger datasets! By default, we will show aggregated plots. If you want the old look, choose a "raw data" render option. Release: github.com/evidentlyai/ev…

🛠 How do top engineering teams apply ML to improve products and processes? We put together a list of 200 case studies that share practical ML use cases and learnings from designing ML systems: evidentlyai.com/ml-system-desi… Here are our five favorites 👇 1/7 🧵

⏰ Staying Alert: how to continuously test ML models in prod. It was really fun to speak at PyConDE & PyData. They now published the recording of the talks! 🚦 How to automate ML test thresholding? 💻 How to compute complex metrics? 🏗 How should you retrain? youtube.com/watch?v=4BgmBt…

Our CTO, Emeli Dral, will be speaking at the AI Superstream on Sept 13! Stop by to learn how to evaluate quality and drift in text and multimodal data 🔡 Thanks O'Reilly Media for inviting us and Fabiana Clemente for hosting the session! Join for free 👉 oreil.ly/NLdJ-

🚀 Free Open-source ML observability course! 👩‍🎓 For data scientists, ML engineers, technical PMs, or analysts ⭐️ Open-source focused 🗓 Starts Oct 16 ✅ Free Enroll here: evidentlyai.com/ml-observabili… Welcome video: youtube.com/watch?v=UmEf22… Details 👇 1/3 🧵

And how did you spend your Saturday? 👀 A spoiler preview of mine👇🏽 Working on the new ML Observability Course for Evidently AI! Register here: evidentlyai.com/ml-observabili…

MLOps Zoomcamp starts now! Join us live or watch later in replay youtube.com/watch?v=2jM7t-…

🚀 New release: Evaluate LLMs with Evidently open-source! Reports, Test Suites, and a Monitoring dashboard with lots of methods: ⚖️ LLM-as-a-judge 🤗 ML-based scoring 📐 Semantic similarity 💬 Text stats/patterns Tutorial: docs.evidentlyai.com/get-started/tu… GitHub: github.com/evidentlyai/ev…

LLM Zoomcamp has started! Join us live or watch later in replay: youtube.com/watch?v=ifpqpB…

Evidently has 5000 ⭐️ on GitHub 🎉🎉🎉 Thank you for using Evidently and helping us make it a trusted open-source ML and LLM observability framework! Let AI observability be available to all! To support the project, give us a ⭐️: github.com/evidentlyai/ev…