iterative / mlemLinks
πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€
β720Updated 2 years ago
Alternatives and similar repositories for mlem
Users that are interested in mlem are comparing it to the libraries listed below
Sorting:
- βοΈ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetesβ294Updated last year
- The Fuzzy Labs guide to the universe of open source MLOpsβ476Updated 7 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β256Updated last year
- π¬ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud stoβ¦β398Updated 11 months ago
- β707Updated 3 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ872Updated 2 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in productionβ503Updated this week
- UnionML: the easiest way to build and deploy machine learning microservicesβ336Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.β434Updated 2 years ago
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lineβ¦β670Updated 10 months ago
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvcβ393Updated last year
- π·οΈ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.β158Updated 3 weeks ago
- Curated list of open source tooling for data-centric AI on unstructured data.β735Updated 2 years ago
- π² A curated list of MLOps projects, tools and resourcesβ186Updated last year
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ445Updated 4 years ago
- Get started DVC project (NLP, random forest)β189Updated last year
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)β230Updated last month
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...β395Updated 3 years ago
- aim-mlflow integrationβ232Updated 2 years ago
- π DVC documentation websiteβ376Updated this week
- π Log and track ML metrics, parameters, models with Git and/or DVCβ184Updated 2 weeks ago
- Doubt your data, find bad labels.β517Updated last year
- Joining the modern data stack with the modern ML stackβ201Updated 2 years ago
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β639Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.β471Updated 3 years ago
- Data search & enrichment library for Machine Learning β Easily find and add relevant features to your ML & AI pipeline from hundreds of pβ¦β349Updated last month
- π No need to keep checking your training - just one import line and you'll know the second it's done.β345Updated 3 years ago
- MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Dezaβ52Updated 3 years ago
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3β262Updated last year
- Monitor the stability of a Pandas or Spark dataframe βοΈβ509Updated 4 months ago