mljar

Outstanding Data Science Tools

Save your time with MLJAR tools.
Easily share your Python Notebooks with Mercury.
Get the best results with MLJAR AutoML.

Mercury

Easily share notebooks

Mercury is a web framework for converting Python Notebooks into interactive web applications.

  • Define Notebook's parameters as YAML (similar as in R Markdown)
  • Interactive widgets are constructed based on YAML params
  • Allow others to execute parametrized Notebooks
  • Hide Notebook's code - great for sharing with non-coders
  • Download executed Notebook as HTML or PDF files
  • Easily schedule Notebook execution with GUI
  • Send executed Notebooks in email

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Automated Machine Learning

MLJAR AutoML is a Python package for Automated Machine Learning on tabular data.

  • Easily try many ML algorithms: Baseline, Linear, Random Forest, Extra Trees, LightGBM, Xgboost, CatBoost, Neural Networks, and Nearest Neighbors
  • Build ensembles and stack models for best performance
  • Advanced automatic feature preprocessing and engineering
  • Extensive explanations and analysis for each model
  • Automatic documentation in Markdown and HTML formats
  • Works for binary/multi classification and regression tasks

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MLJAR AutoML

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