probabilistic modeling

{fast, low-memory, free} probabilistic computation tools

  • universal probabilistic programming with O(1) memory inference algorithms
  • compilation of probabilistic programs to graphs
  • synthesis of non-allocating / memory-safe C probabilistic program equivalents
  • markov random fields depending on only malloc and free implementations
  • {flexible, free} time series modeling tools

  • stsb3 -- composable structural time series modeling tools in pytorch
  • stsb3 model zoo