Alternatives and similar repositories for oss-mlops-platform

Users that are interested in oss-mlops-platform are comparing it to the libraries listed below

• mlflow / mlflow-export-import
  ☆218Updated 2 weeks ago
• sayakpaul / ml-deployment-k8s-fastapi
  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
  ☆224Updated 3 years ago
• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• flopach / digits-recognizer-kubeflow
  Sample MLOps Workflow: Recognizing Digits with Kubeflow
  ☆196Updated last year
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆65Updated 3 years ago
• daddydrac / Deep-Learning-Ultra
  Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for G…
  ☆87Updated 2 years ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆256Updated last year
• data42lana / end-to-end-cv-mlops-project
  The end-to-end computer vision (object detection) project with MLOps, including a model training pipeline/workflow, an API, and an applic…
  ☆31Updated 2 years ago
• treeverse / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆185Updated 2 weeks ago
• hamelsmu / wandb-cicd
  ☆49Updated 2 years ago
• kserve / open-inference-protocol
  Repository for open inference protocol specification
  ☆64Updated 8 months ago
• iterative / awesome-iterative-projects
  A list of projects relying on Iterative.AI tools to achieve awesomeness
  ☆68Updated last year
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆158Updated last month
• iterative / workshop-uncool-mlops
  Accompanies the uncool MLOps workshop
  ☆26Updated 3 years ago
• clearml / clearml-serving
  ClearML - Model-Serving Orchestration and Repository Solution
  ☆161Updated last month
• PacktPublishing / Accelerate-Model-Training-with-PyTorch-2.X
  Accelerate Model Training with PyTorch 2.X, published by Packt
  ☆52Updated this week
• jeremyjordan / ml-monitoring
  A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
  ☆234Updated last year
• ertis-research / kafka-ml
  Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
  ☆198Updated last week
• treeverse / example-get-started-experiments
  Get started DVC project
  ☆65Updated last year
• mlops-guide / dvc-gitactions
  Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…
  ☆49Updated 4 years ago
• astrojuanlu / workshop-from-zero-to-mlops
  Workshop "From zero to MLOps: An open source stack to fight spaghetti ML"
  ☆25Updated last year
• mlops-discord / gpu-optimization-workshop
  Slides, notes, and materials for the workshop
  ☆339Updated last year
• dpleus / mlops
  A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit
  ☆97Updated 3 years ago
• sohiniroych / ML-Monitoring-with-Grafana
  ☆20Updated 4 years ago
• aiaudit-org / raw2logit
  In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code…
  ☆34Updated 2 years ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆96Updated 3 years ago
• intel / certified-developer
  Official repository of the Intel Certified Developer Program
  ☆87Updated 6 months ago
• khuyentran1401 / cicd-mlops-demo
  Demo for CI/CD in a machine learning project
  ☆115Updated 2 years ago
• Deci-AI / data-gradients
  Computer Vision dataset analysis
  ☆310Updated last year
• aimhubio / aimlflow
  aim-mlflow integration
  ☆237Updated 2 years ago