MAIF / eurybiaLinks
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
☆211Updated 8 months ago
Alternatives and similar repositories for eurybia
Users that are interested in eurybia are comparing it to the libraries listed below
Sorting:
- Frouros: an open-source Python library for drift detection in machine learning systems.☆222Updated last month
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆333Updated this week
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- Fast SHAP value computation for interpreting tree-based models☆538Updated 2 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆90Updated last year
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆503Updated 5 months ago
- Phi_K correlation analyzer library☆164Updated this week
- Explore and compare 1K+ accurate decision trees in your browser!☆165Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 2 years ago
- Doubt your data, find bad labels.☆513Updated 11 months ago
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆102Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆299Updated 2 months ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆70Updated last month
- 🍦 Deployment tool for online machine learning models☆97Updated 3 years ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 3 years ago
- Data Analysis Baseline Library☆132Updated 8 months ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆393Updated 5 months ago
- Data Quality assessment with one line of code☆446Updated this week
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆217Updated 2 weeks ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆491Updated 3 weeks ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆78Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆80Updated 3 years ago
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark☆75Updated 2 years ago
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆150Updated 2 months ago
- Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!☆104Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆54Updated last week
- Examples of data science projects created with Kedro.☆172Updated 2 years ago