The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI

DSPy: The framework for programming—not prompting—language models

Multi-touch attribution models to determine the channels that lead to greater customer conversions.

CSuite: A Suite of Benchmark Datasets for Causality

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Supplementary materials and codes for the paper "Causal Structure Learning Supervised by Large Language Model"

A CLI interface for Marp and Marpit based converters

Visual Studio Code

NLTK Source

Python library for interactive topic model visualization. Port of the R LDAvis package.

OpenEMS - Open Source Energy Management System

Repository of the official implementation of NoGAM causal discovery method

[Experimental] Global causal discovery algorithms

Makes algorithms/code in Tetrad available in Python via JPype

A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

Python script that visualizes international commodity trade networks quickly and beautifully

Amazon Marketing Cloud Insights on AWS helps advertisers and agencies running campaigns on Amazon Ads to easily deploy AWS services to store, query, analyze, and visualize reporting from the AMC API

A curated list of awesome Dash (plotly) resources

Example of containerized deployment of Dash app to Google Cloud Run, https://docker-dash-example.com/

Emoji for everyone. https://twemoji.twitter.com/

Datta Able - Open-Source Flask Dashboard | App-Generator.dev

Flask AdminLTE - Free Flask starter enhanced with Dynamic Tables, Charts, Docker Support and CI/CD for Render | App-Generator.dev

Flask Dashboard - Free starter with Material Design | App-Generator.dev