Alternatives and similar repositories for BentoML:

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

• mlflow / mlflow
  Open source platform for the machine learning lifecycle
  ☆19,253Updated this week
• SeldonIO / seldon-core
  An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
  ☆4,430Updated this week
• cortexlabs / cortex
  Production infrastructure for machine learning at scale
  ☆8,022Updated 7 months ago
• iterative / dvc
  🦉 Data Versioning and ML Experiments
  ☆14,088Updated this week
• feast-dev / feast
  The Open Source Feature Store for Machine Learning
  ☆5,722Updated this week
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,372Updated last week
• zenml-io / zenml
  ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
  ☆4,318Updated this week
• pytorch / serve
  Serve, optimize and scale PyTorch models in production
  ☆4,269Updated 2 weeks ago
• evidentlyai / evidently
  Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…
  ☆5,612Updated this week
• Netflix / metaflow
  Open Source AI/ML Platform
  ☆8,446Updated this week
• iterative / cml
  ♾️ CML - Continuous Machine Learning | CI/CD for ML
  ☆4,056Updated this week
• clearml / clearml
  ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …
  ☆5,776Updated this week
• aimhubio / aim
  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  ☆5,304Updated this week
• 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…
  ☆3,676Updated last month
• kserve / kserve
  Standardized Serverless ML Inference Platform on Kubernetes
  ☆3,787Updated this week
• pycaret / pycaret
  An open-source, low-code machine learning library in Python
  ☆9,075Updated this week
• EthicalML / awesome-production-machine-learning
  A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
  ☆17,830Updated 2 weeks ago
• activeloopai / deeplake
  Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stre…
  ☆8,298Updated this week
• determined-ai / determined
  Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …
  ☆3,078Updated last week
• SeldonIO / alibi
  Algorithms for explaining machine learning models
  ☆2,429Updated last month
• mlrun / mlrun
  MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…
  ☆1,470Updated this week
• replicate / cog
  Containers for machine learning
  ☆8,284Updated this week
• modin-project / modin
  Modin: Scale your Pandas workflows by changing a single line of code
  ☆9,975Updated last week
• polyaxon / polyaxon
  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
  ☆3,591Updated this week
• ploomber / ploomber
  The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
  ☆3,538Updated 3 months ago
• SeldonIO / alibi-detect
  Algorithms for outlier, adversarial and drift detection
  ☆2,284Updated last month
• interpretml / interpret
  Fit interpretable models. Explain blackbox machine learning.
  ☆6,350Updated this week
• AnswerDotAI / nbdev
  Create delightful software with Jupyter Notebooks
  ☆4,986Updated 3 weeks ago
• triton-inference-server / server
  The Triton Inference Server provides an optimized cloud and edge inferencing solution.
  ☆8,597Updated this week
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,337Updated last month