Starred repositories
A Python package for causal inference using Synthetic Controls
A python module for the synthetic control method
Generate Diverse Counterfactual Explanations for any machine learning model.
Machine Learning for Imbalanced Data, published by Packt
Practical Full-Stack Machine Learning
Vizro is a toolkit for creating modular data visualization applications.
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
ForML - A development framework and MLOps platform for the lifecycle management of data science projects
Developmental tools to detect data drift
simple-dvc-project is about giving dem of automating ML pipelines
Utils for streaming large files (S3, HDFS, gzip, bz2...)
A library of sklearn compatible categorical variable encoders
Active Learning for Text Classification in Python
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collec…
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Area-weighted venn-diagrams for Python/matplotlib
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
Prediction of Airline Fare using Various ML & DL Models
Automatically visualize your pandas dataframe via a single print! 📊 💡
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Framework for implementing multipage structure in streamlit apps