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 🚀
☆25Updated 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:
- A curated list of awesome open source and commercial MLOps platforms 🚀☆29Updated 3 years ago
- Beneath is a serverless real-time data platform ⚡️☆84Updated 3 years ago
- ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.☆73Updated last year
- 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
- Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing …☆131Updated last year
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)☆212Updated 2 weeks ago
- MLFlow Deployment Plugin for Ray Serve☆46Updated 3 years ago
- ThirdEye is an integrated tool for realtime monitoring of time series and interactive root-cause analysis.☆103Updated 3 months ago
- A curated list of awesome DataOps tools☆196Updated last month
- Real-time data processing/feature engineering in Python and Rust. Tailored for modern AI/ML systems.☆62Updated this week
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆82Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- Scalable Feature Store☆54Updated 2 years ago
- Rayvens makes it possible for data scientists to access hundreds of data services within Ray with little effort.☆50Updated 2 years ago
- GPU Environment Management for JupyterLab☆23Updated last year
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- This is a landscape of the infrastructure that powers the generative AI ecosystem☆148Updated 9 months ago
- Magniv Core - A Python-decorator based job orchestration platform. Avoid responsibility handoffs by abstracting infra and DevOps.☆79Updated last year
- 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
- Data Lineage Tracing Library☆23Updated 3 years ago
- PyPI analytics powered by ClickHouse☆102Updated last week
- ☆22Updated this week
- dbt adapter for connecting to MindsDB☆19Updated last year
- Transactional Machine Learning using Data Streams and AutoML☆13Updated 4 months ago
- Compage - Low-Code Framework to develop Rest API, gRPC, dRPC, GraphQL, WebAssembly, microservices, FaaS, Temporal workloads, IoT and edge…☆84Updated last year
- Connectors for capturing data from external data sources☆71Updated this week
- A distributed block-based data storage and compute engine☆154Updated 5 months ago
- The repository that contains all source code for the ZenML UI.☆47Updated last week
- Nuclio Function Automation for Python and Jupyter☆88Updated 3 weeks ago