bodywork-ml / bodywork-core
ML pipeline orchestration and model deployments on Kubernetes.
☆435Updated last year
Alternatives and similar repositories for bodywork-core:
Users that are interested in bodywork-core are comparing it to the libraries listed below
- ☆704Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆458Updated 8 months ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆387Updated 2 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆441Updated 3 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 10 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 5 months ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆390Updated 2 years ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆293Updated 3 months ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆718Updated last year
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆318Updated 7 months ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- Kubeflow’s superfood for Data Scientists☆632Updated 2 years ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆499Updated last month
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆858Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Concept drift monitoring for HA model servers.☆101Updated 2 years 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☆386Updated 8 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆206Updated 4 months ago
- Doubt your data, find bad labels.☆509Updated 8 months ago
- MLOps Python Library☆117Updated 2 years ago
- Natural Intelligence is still a pretty good idea.☆806Updated 8 months ago
- An open-source AutoML Library based on PyTorch☆307Updated 2 months ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 2 years ago
- Toolkit for developing and maintaining ML models☆155Updated 9 months ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆210Updated this week
- MLOps tutorial using Python, Docker and Kubernetes.☆385Updated 5 months ago
- A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool…☆125Updated 3 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated last year