Starred repositories
⚡ A Fast, Extensible Progress Bar for Python and CLI
React-based drag'n'drop pivot table with Plotly.js charts
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
Book about interpretable machine learning
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
A Python package for modular causal inference analysis and model evaluations
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
Open-source demos hosted on Dash Gallery
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Course demo code and other hand-out materials for our data-driven web apps in Flask course
Contains all the "handout" materials for my Python Jumpstart by Building 10 Apps course. This includes try it yourself and finished versions of the 10 apps.
Write Pythonic Code Like a Seasoned Developer video course demo materials.
Uplift modeling and causal inference with machine learning algorithms
💊 Comparing causality methods in a fair and just way.
A game theoretic approach to explain the output of any machine learning model.
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
An R package for causal inference in time series
Streamlit — A faster way to build and share data apps.
Package conda environments for redistribution
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
🆔 A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
Turn (almost) any Python command line program into a full GUI application with one line