awesome-mlops / awesome-ml-pipelines
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines π
β22Updated 2 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
- A curated list of awesome open source tools and commercial products to catalog, version, and manage data πβ30Updated 2 years ago
- Awesome list of dataops products, open source and resourcesβ24Updated 2 years ago
- Distributed Task Queue based Daskβ37Updated last year
- Intended for internal use: deploys all infrastructure required for Astronomer to run on GCPβ10Updated 6 months ago
- Batteries included toolkit for data engineering.β33Updated last month
- Prefect integrations for working with OpenAI.β36Updated 9 months ago
- GPU Environment Management for JupyterLabβ23Updated last year
- A curated list of awesome open source and commercial feature store tools and platforms πβ15Updated 2 years ago
- A few end to end examples that use data-describeβ16Updated last year
- βοΈ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.β45Updated 5 months ago
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)β202Updated 2 months ago
- This repository contains auxiliary installation code for self-hosting Studioβ14Updated 3 months ago
- Awesome Orchest projects, both official and submitted by the community.β25Updated last year
- Delta reader for the Ray open-source toolkit for building ML applicationsβ45Updated last year
- Plugin for Intake to read from SQL serversβ15Updated last year
- Prefect integrations for working with Dockerβ43Updated 9 months ago
- A fast & easy way to train ML models in your cloud, directly from your laptop.β14Updated 2 years ago
- Beneath is a serverless real-time data platform β‘οΈβ84Updated 3 years ago
- A list of projects relying on Iterative.AI tools to achieve awesomenessβ66Updated 7 months ago
- Data Processing/Feature Calculation Engine for real-time AI/MLβ40Updated this week
- Curated VulcanSQL show casesβ20Updated last year
- β30Updated 3 years ago
- A repository that showcases how you can use ZenML with Gitβ69Updated 6 months ago
- Demos of Materialize, the operational data warehouse.β51Updated 5 months ago
- This repository contains code to build an MVP search engine with google like interface.β15Updated 4 years ago
- Render Jupyter Notebooks With Metaflow Cardsβ25Updated 4 months ago
- π² A curated list of MLOps projects, tools and resourcesβ186Updated 9 months ago
- Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documenβ¦β18Updated last year
- Source code and generator scripts for example DVC projectsβ21Updated 9 months ago
- Python API, Dynamic source, Dynamic target, N targets, Prometheus exporter, realtime transformation for Singer ETLβ10Updated 4 years ago