iterative / mlem
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
☆717Updated last year
Related projects ⓘ
Alternatives and complementary repositories for mlem
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆290Updated 2 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆449Updated 4 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- ☆704Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆847Updated 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…☆375Updated 6 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆337Updated last year
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆142Updated this week
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆183Updated 6 months ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆451Updated this week
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆383Updated 2 years ago
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆167Updated this week
- Doubt your data, find bad labels.☆503Updated 4 months ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆203Updated 2 weeks ago
- Joining the modern data stack with the modern ML stack☆193Updated last year
- ClearML - Model-Serving Orchestration and Repository Solution☆137Updated 3 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 dvc☆382Updated 4 months ago
- aim-mlflow integration☆193Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆205Updated 3 weeks ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆319Updated this week
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆434Updated 3 years ago
- Software Architecture for ML engineers☆383Updated 2 years ago
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆663Updated 6 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆254Updated 2 years ago
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆197Updated this week
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆497Updated last month
- EvalML is an AutoML library written in python.☆781Updated this week
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆720Updated this week