Alternatives and similar repositories for cml

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

• treeverse / dvc
  🦉 Data Versioning and ML Experiments
  ☆15,308Updated this week
• zenml-io / zenml
  ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
  ☆5,166Updated this week
• replicate / keepsake
  Version control for machine learning
  ☆1,671Updated 11 months ago
• SeldonIO / seldon-core
  An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
  ☆4,711Updated last week
• evidentlyai / evidently
  Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…
  ☆7,030Updated last week
• bentoml / BentoML
  The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
  ☆8,383Updated this week
• clearml / clearml
  ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …
  ☆6,472Updated this week
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,521Updated 6 months ago
• ml-tooling / opyrator
  🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
  ☆3,135Updated 2 weeks ago
• ebhy / budgetml
  Deploy a ML inference service on a budget in less than 10 lines of code.
  ☆1,345Updated last year
• mlrun / mlrun
  MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…
  ☆1,645Updated this week
• Netflix / metaflow
  Build, Manage and Deploy AI/ML Systems
  ☆9,728Updated this week
• iterative / mlem
  🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
  ☆720Updated 2 years ago
• ploomber / ploomber
  The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
  ☆3,622Updated 7 months ago
• datarevenue-berlin / OpenMLOps
  ☆708Updated 3 years ago
• tensorflow / tfx
  TFX is an end-to-end platform for deploying production ML pipelines
  ☆2,171Updated last week
• aimhubio / aim
  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  ☆5,960Updated last week
• feast-dev / feast
  The Open Source Feature Store for AI/ML
  ☆6,637Updated this week
• cortexlabs / cortex
  Production infrastructure for machine learning at scale
  ☆8,032Updated last year
• determined-ai / determined
  Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …
  ☆3,211Updated 10 months ago
• deepchecks / deepchecks
  Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…
  ☆3,973Updated 3 weeks ago
• cdfoundation / sig-mlops
  CDF SIG MLOps
  ☆631Updated last year
• elyra-ai / elyra
  Elyra extends JupyterLab with an AI centric approach.
  ☆1,984Updated this week
• treeverse / dvc.org
  📖 DVC documentation website
  ☆376Updated last week
• kelvins / awesome-mlops
  A curated list of awesome MLOps tools
  ☆4,980Updated last month
• facebookresearch / hiplot
  HiPlot makes understanding high dimensional data easy
  ☆2,801Updated 2 years ago
• uber / manifold
  A model-agnostic visual debugging tool for machine learning
  ☆1,672Updated 11 months ago
• polyaxon / polyaxon
  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
  ☆3,692Updated last week
• featureform / featureform
  The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
  ☆1,962Updated 6 months ago
• kubeflow / pipelines
  Machine Learning Pipelines for Kubeflow
  ☆4,062Updated this week