bodywork-ml / bodywork-core
ML pipeline orchestration and model deployments on Kubernetes.
β435Updated last year
Alternatives and similar repositories for bodywork-core:
Users that are interested in bodywork-core are comparing it to the libraries listed below
- β704Updated 2 years ago
- 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¦β389Updated 3 months ago
- π² A curated list of MLOps projects, tools and resourcesβ186Updated 11 months ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ461Updated 9 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.β468Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...β390Updated 2 years ago
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β719Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated 6 months ago
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ440Updated 3 years ago
- Kubeflowβs superfood for Data Scientistsβ632Updated 2 years ago
- βοΈ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetesβ293Updated 4 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 dvcβ387Updated 9 months ago
- A Collection of GitHub Actions That Facilitate MLOpsβ208Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β319Updated 8 months ago
- UnionML: the easiest way to build and deploy machine learning microservicesβ335Updated last year
- Concept drift monitoring for HA model servers.β101Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.β232Updated last year
- MLOps Python Libraryβ118Updated 3 years ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β80Updated 2 years ago
- Doubt your data, find bad labels.β510Updated 9 months ago
- Monitor the stability of a Pandas or Spark dataframe βοΈβ500Updated 2 months ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.β644Updated 2 weeks ago
- End to End example integrating MLFlow and Seldon Coreβ51Updated 4 years ago
- β Eurybia monitors model drift over time and securizes model deployment with data validationβ207Updated 5 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ859Updated last year
- BentoML Example Projects π¨β138Updated 3 months ago
- CDF SIG MLOpsβ617Updated 4 months ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β208Updated 3 years ago
- MLOps tutorial using Python, Docker and Kubernetes.β388Updated 5 months ago
- Toolkit for developing and maintaining ML modelsβ154Updated 10 months ago