awesome-mlops / awesome-ml-pipelinesLinks
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀
☆27Updated 3 years ago
Alternatives and similar repositories for awesome-ml-pipelines
Users that are interested in awesome-ml-pipelines are comparing it to the libraries listed below
Sorting:
- Beneath is a serverless real-time data platform ⚡️☆84Updated 3 years ago
- GPU Environment Management for JupyterLab☆24Updated last year
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)☆215Updated last month
- Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documen…☆18Updated 2 years ago
- Transactional Machine Learning using Data Streams and AutoML☆12Updated 5 months ago
- dbt adapter for connecting to MindsDB☆19Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆85Updated last year
- Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing …☆135Updated last year
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- PyPI analytics powered by ClickHouse☆108Updated last week
- Magniv Core - A Python-decorator based job orchestration platform. Avoid responsibility handoffs by abstracting infra and DevOps.☆80Updated last year
- Curated examples and patterns for using Chalk. Use these to build your feature pipelines.☆21Updated last month
- dbd is a database prototyping tool that enables data analysts and engineers to quickly load and transform data in SQL databases.☆57Updated 3 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- ThirdEye is an integrated tool for realtime monitoring of time series and interactive root-cause analysis.☆104Updated 4 months ago
- A few end to end examples that use data-describe☆16Updated 2 years ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- real-time data + ML pipeline☆54Updated this week
- Connectors for capturing data from external data sources☆74Updated this week
- LLM application tracing based on OpenTelemetry☆12Updated this week
- MLOps simplified. One-stop AI delivery platform, all the features you need.☆100Updated last week
- ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.☆73Updated last year
- Qdrant operator creates and manages Qdrant clusters running in Kubernetes☆19Updated last year
- MLFlow Deployment Plugin for Ray Serve☆46Updated 3 years ago
- A curated list of awesome open source and commercial MLOps platforms 🚀☆29Updated 3 years ago
- A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool…☆125Updated 3 years ago
- ☆124Updated 3 weeks ago
- Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊☆79Updated 11 months ago
- Real-time data processing/feature engineering in Python and Rust. Tailored for modern AI/ML systems.☆66Updated last week
- Graphsignal Tracer for Python☆205Updated 2 weeks ago