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Coding

Open Source & Code#

Causify Helpers#

  • GitHub
  • Core utilities and helper functions for Causify.AI's causal inference platform.
  • Includes shared libraries for data processing, model utilities, and common operations used across the Causify ecosystem.

Causify Platform (csfy)#

  • GitHub
  • Main repository for the Causify.AI platform, implementing production-grade causal AI systems combining Bayesian inference, knowledge graphs, and temporal machine learning for decision-making under uncertainty.

Causify Tutorials#

  • GitHub
  • Educational resources and hands-on tutorials for learning causal AI concepts and using the Causify platform
  • Includes Jupyter notebooks, example datasets, and step-by-step guides for predictive maintenance, demand forecasting, and other causal inference applications.

UMD Classes#

  • GitHub
  • Course materials, assignments, and resources for courses taught at University of Maryland:
  • DATA605: Big Data Systems (300 students / year)
  • MSML610: Advanced Machine Learning (120 students / year)
  • Includes lecture notes, coding assignments, project templates, and data processing pipelines used in classroom instruction.