Alternatives and similar repositories for skops

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

• koaning / embetter
  just a bunch of useful embeddings for scikit-learn pipelines
  ☆513Updated last week
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆515Updated last year
• facebookresearch / balance
  The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…
  ☆703Updated this week
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆144Updated 2 years ago
• eli5-org / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆302Updated 4 months ago
• koaning / bulk
  A Simple Bulk Labelling Tool
  ☆594Updated 3 weeks 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…
  ☆395Updated 7 months ago
• iterative / mlem
  🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
  ☆720Updated last year
• koaning / cluestar
  Gain clues from clustering!
  ☆318Updated last year
• koaning / human-learn
  Natural Intelligence is still a pretty good idea.
  ☆819Updated last year
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆151Updated last week
• iterative / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆179Updated this week
• probabl-ai / skore
  𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation re…
  ☆517Updated this week
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆223Updated last week
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆224Updated this week
• aimhubio / aimlflow
  aim-mlflow integration
  ☆216Updated 2 years ago
• LineaLabs / lineapy
  Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…
  ☆668Updated 6 months ago
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆183Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆213Updated 10 months ago
• adriangb / scikeras
  Scikit-Learn API wrapper for Keras.
  ☆247Updated 8 months ago
• TutteInstitute / thisnotthat
  A visual labeling system implemented in Jupyter widgets.
  ☆153Updated 9 months ago
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆198Updated 2 years ago
• tunguz / TabularBenchmarks
  ☆202Updated 3 months ago
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆541Updated 2 years ago
• aeturrell / skimpy
  skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
  ☆467Updated last week
• ray-project / tune-sklearn
  A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
  ☆467Updated last year
• koaning / scikit-lego
  Extra blocks for scikit-learn pipelines.
  ☆1,351Updated 2 months ago
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆470Updated 2 years ago
• iterative / vscode-dvc
  Machine learning experiment tracking and data versioning with DVC extension for VS Code
  ☆208Updated this week
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆255Updated 10 months ago