Alternatives and similar repositories for aimlflow

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

• iterative / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆181Updated this week
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆501Updated this week
• mlflow / mlflow-export-import
  ☆200Updated last week
• iterative / mlem
  🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
  ☆719Updated 2 years ago
• 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…
  ☆397Updated 10 months ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆255Updated last year
• soundsensing / mlflow-easyauth
  Deploy MLflow with HTTP basic authentication using Docker
  ☆104Updated last week
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆153Updated this week
• clearml / clearml-serving
  ClearML - Model-Serving Orchestration and Repository Solution
  ☆157Updated this week
• SeldonIO / tempo
  MLOps Python Library
  ☆120Updated 3 years ago
• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆185Updated last year
• clearml / clearml-agent
  ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution
  ☆279Updated 3 months ago
• iterative / dataset-registry
  Dataset registry DVC project
  ☆83Updated last year
• NVIDIA-Merlin / dataloader
  The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
  ☆421Updated last year
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆306Updated last month
• fidelity / spock
  spock is a framework that helps manage complex parameter configurations during research and development of Python applications
  ☆141Updated 2 years ago
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆188Updated last year
• unionai-oss / unionml
  UnionML: the easiest way to build and deploy machine learning microservices
  ☆336Updated 2 years ago
• DagsHub / fds
  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
  ☆392Updated last year
• mit-ll-responsible-ai / hydra-zen
  Create powerful Hydra applications without the yaml files and boilerplate code.
  ☆424Updated last week
• awesome-mlops / awesome-ml-experiment-management
  A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
  ☆149Updated last year
• sachua / mlflow-docker-compose
  MLflow deployment with 1 command
  ☆213Updated this week
• iterative / vscode-dvc
  Machine learning experiment tracking and data versioning with DVC extension for VS Code
  ☆211Updated this week
• DagsHub / client
  DagsHub client libraries
  ☆101Updated last week
• TorchDrift / TorchDrift
  Drift Detection for your PyTorch Models
  ☆323Updated 3 years ago
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆228Updated this week
• FasterAI-Labs / fasterai
  FasterAI: Prune and Distill your models with FastAI and PyTorch
  ☆250Updated 3 weeks ago
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆468Updated 3 years ago
• iterative / terraform-provider-iterative
  ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
  ☆293Updated 11 months ago
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆235Updated 2 weeks ago