Alternatives and similar repositories for mlops_comparison

Users that are interested in mlops_comparison are comparing it to the libraries listed below

• Cornerstone-OnDemand / modelkit
  Toolkit for developing and maintaining ML models
  ☆154Updated last year
• operatorai / modelstore
  🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…
  ☆391Updated 5 months ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆183Updated 11 months ago
• feast-dev / feast-workshop
  A workshop with several modules to help learn Feast, an open-source feature store
  ☆92Updated 2 weeks ago
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆196Updated 2 years ago
• flmu / mlflow-tracking-server
  MLFLow Tracking Server based on Docker and AWS S3
  ☆70Updated 10 months ago
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆148Updated last week
• artefactory / one-click-mlflow
  A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
  ☆69Updated last month
• soundsensing / mlflow-easyauth
  Deploy MLflow with HTTP basic authentication using Docker
  ☆104Updated this week
• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆186Updated last year
• tgoldenberg / kedro-mlflow-example
  ☆44Updated 2 years ago
• amueller / dabl
  Data Analysis Baseline Library
  ☆131Updated 8 months ago
• mlflow / recipes-regression-template
  Template repo for kickstarting recipes for regression use case
  ☆55Updated 6 months ago
• at-gmbh / docker-mlflow-server
  a docker image of the MLflow server component
  ☆36Updated 2 weeks ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆101Updated 2 years ago
• kaislar / ds_template
  ☆38Updated 2 years ago
• mlflow / recipes-examples
  Example repo to kickstart integration with mlflow recipes.
  ☆44Updated 4 months ago
• thoughtworks / mlops-platforms
  Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
  ☆390Updated 2 years ago
• jacopotagliabue / recs-at-resonable-scale
  Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
  ☆237Updated 2 years ago
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆217Updated this week
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆181Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆210Updated 8 months ago
• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆115Updated 2 years ago
• machine-learning-apps / actions-ml-cicd
  A Collection of GitHub Actions That Facilitate MLOps
  ☆208Updated 2 years ago
• ofnote / lightex
  A Flexible, Modular ML Experiment Framework
  ☆12Updated 5 years ago
• facultyai / hiplot-mlflow
  HiPlot fetcher for experiments logged with MLflow
  ☆14Updated 3 years ago
• Minyus / pipelinex
  PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more
  ☆228Updated last year
• jacopotagliabue / dag-card-is-the-new-model-card
  Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.
  ☆30Updated 3 years ago
• mlflow / mlp-regression-template
  Example repo to kickstart integration with mlflow pipelines.
  ☆76Updated 2 years ago
• ilias-ant / adversarial-validation
  A tiny framework to perform adversarial validation of your training and test data.
  ☆21Updated 5 months ago