evidentlyai / community-examplesLinks
Examples of using Evidently to evaluate, test and monitor ML models.
☆32Updated 2 weeks ago
Alternatives and similar repositories for community-examples
Users that are interested in community-examples are comparing it to the libraries listed below
Sorting:
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆87Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 6 months ago
- A repository that showcases how you can use ZenML with Git☆69Updated 2 months ago
- Fine-tune an LLM to perform batch inference and online serving.☆112Updated last month
- zero-to-lightning☆29Updated last year
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆20Updated 4 months ago
- ☆18Updated 7 months ago
- A framework for simulating e-commerce data and interactions that can be used to build recommendation systems☆10Updated last year
- Demo for CI/CD in a machine learning project☆107Updated 2 years ago
- ☆77Updated last year
- Get started DVC project☆58Updated last year
- serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously☆21Updated last year
- Framework for building and maintaining self-updating prompts for LLMs☆64Updated last year
- Material for the series of seminars on Large Language Models☆34Updated last year
- ☆20Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- A Chainlit App Used to Showcase: Async, Caching, Additional Chainlit Methods, and more!☆11Updated 9 months ago
- Test LLMs automatically with Giskard and CI/CD☆30Updated 11 months ago
- A template to kick-start your Python project ✨🚀☆51Updated 6 months ago
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- Drift detection module for machine learning pipelines.☆25Updated 2 years ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- Minimalistic text search engine that uses sklearn and pandas☆26Updated last week
- Table detection with Florence.☆14Updated last year
- A Hands-on Practical Guide to LlamaIndex☆33Updated 9 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago