ing-bank / popmonLinks
Monitor the stability of a Pandas or Spark dataframe ⚙︎
☆509Updated 2 weeks ago
Alternatives and similar repositories for popmon
Users that are interested in popmon are comparing it to the libraries listed below
Sorting:
- Data Quality assessment with one line of code☆452Updated last month
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆230Updated last week
- Examples of data science projects created with Kedro.☆173Updated 2 years ago
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆669Updated 11 months ago
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆510Updated 9 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 2 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…☆398Updated last year
- EvalML is an AutoML library written in python.☆842Updated last week
- Fast SHAP value computation for interpreting tree-based models☆552Updated 2 years ago
- Extra blocks for scikit-learn pipelines.☆1,379Updated last week
- A set of data tools in Python☆511Updated 2 weeks ago
- Kedro Plugin to support running workflows on GCP Vertex AI Pipelines☆37Updated 3 months ago
- First-party plugins maintained by the Kedro team.☆112Updated last week
- PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more☆230Updated 2 years ago
- Joblib Apache Spark Backend☆249Updated 9 months ago
- Start a data science project with modern tools☆204Updated 2 years ago
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆469Updated 2 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆84Updated 4 months ago
- ☆280Updated 2 weeks ago
- Data Analysis Baseline Library☆727Updated last year
- Natural Intelligence is still a pretty good idea.☆822Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.☆246Updated this week
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 3 years ago
- Woodwork is a Python library that provides robust methods for managing and communicating data typing information.☆155Updated 3 months ago
- Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…☆114Updated 2 months ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆56Updated 6 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆324Updated 9 months ago
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆153Updated 9 months ago
- Test-Driven Data Analysis Functions☆303Updated last month
- Template repository for data science lifecycle project☆200Updated 5 years ago