Alternatives and similar repositories for monitoring

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

• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• sicara / pycon-2022-dvc-streamlit
  PyCon Talks 2022 by Antoine Toubhans
  ☆23Updated 3 years ago
• omegaml / omegaml
  MLOps simplified. One-stop AI delivery platform, all the features you need.
  ☆103Updated this week
• deepchecks / monitoring-oss
  💯 OSS version of Deepchecks' monitoring platform, synced from https://github.com/deepchecks/monitoring
  ☆15Updated 4 months ago
• ploomber / soorgeon
  Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊
  ☆79Updated last year
• outerbounds / metaflow-card-notebook
  Render Jupyter Notebooks With Metaflow Cards
  ☆31Updated last year
• alteryx / woodwork
  Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
  ☆155Updated 2 weeks ago
• sicara / dvc-streamlit-example
  Dvc + Streamlit = ❤️
  ☆40Updated last year
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆106Updated 2 years ago
• getindata / kedro-kubeflow
  Kedro Plugin to support running workflows on Kubeflow Pipelines
  ☆55Updated 3 months ago
• ballet / ballet
  ☀️🦶 A lightweight framework for collaborative, open-source feature engineering
  ☆33Updated 3 years ago
• DagsHub / client
  DagsHub client libraries
  ☆100Updated this week
• deepyaman / kedro-accelerator
  Kedro-Accelerator speeds up pipelines by parallelizing I/O in the background.
  ☆36Updated 3 years ago
• fritshermans / deduplipy
  Python package for deduplication/entity resolution using active learning
  ☆81Updated last year
• Galileo-Galilei / kedro-mlflow-tutorial
  A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …
  ☆40Updated 3 years ago
• bytehub-ai / bytehub
  ByteHub: making feature stores simple
  ☆61Updated 4 years ago
• dominodatalab / domino-research
  Projects developed by Domino's R&D team
  ☆77Updated 3 years ago
• mlrun / storey
  real-time data + ML pipeline
  ☆54Updated 2 weeks ago
• composable-logs / composable-logs
  Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documen…
  ☆18Updated 2 years ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆70Updated 2 months ago
• FINRAOS / model-validation-toolkit
  Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…
  ☆29Updated last year
• iterative / dataset-registry
  Dataset registry DVC project
  ☆82Updated last year
• adrinjalali / joblib-modal
  A library to use `modal` as a backend for `joblib`.
  ☆31Updated 9 months ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆82Updated 3 years ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆102Updated 2 years ago
• kedro-org / kedro-starters
  Templates for your Kedro projects.
  ☆79Updated this week
• aiqc / AIQC
  End-to-end deep learning on your desktop or server.
  ☆105Updated last year
• ml-tooling / lazycluster
  🎛 Distributed machine learning made simple.
  ☆49Updated 2 years ago
• ploomber / soopervisor
  ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.
  ☆45Updated 7 months ago
• fugue-project / tutorials
  Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…
  ☆114Updated last year