iterative / mlem
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
☆720Updated last year
Alternatives and similar repositories for mlem:
Users that are interested in mlem are comparing it to the libraries listed below
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆292Updated last month
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆853Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆452Updated 6 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 3 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆379Updated this week
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆389Updated 2 years ago
- ☆705Updated 2 years ago
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆167Updated this week
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆143Updated 2 weeks ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆208Updated last week
- ML pipeline orchestration and model deployments on Kubernetes.☆436Updated last year
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc☆384Updated 6 months ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆461Updated last month
- Curated list of open source tooling for data-centric AI on unstructured data.☆705Updated last year
- aim-mlflow integration☆196Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated 8 months ago
- Doubt your data, find bad labels.☆508Updated 6 months ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆435Updated 3 years ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆322Updated last week
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆234Updated last year
- Joining the modern data stack with the modern ML stack☆194Updated last year
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆199Updated this week
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆258Updated 2 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,470Updated this week
- Behavioral "black-box" testing for recommender systems☆464Updated last year
- Get started DVC project (NLP, random forest)☆177Updated 7 months ago
- A toolkit that streamlines and automates the generation of model cards☆427Updated last year
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆498Updated 3 months ago