sampsyo / ppl-intro
probabilistic programming for PL folks
☆153Updated 3 years ago
Alternatives and similar repositories for ppl-intro:
Users that are interested in ppl-intro are comparing it to the libraries listed below
- The Design and Implementation of Probabilistic Programming Languages☆175Updated 9 months ago
- Stalin∇, a brutally optimizing compiler for the VLAD language☆72Updated 6 years ago
- Examples of Automatic Differentiation (AD) in many different languages and systems☆26Updated 6 years ago
- A probabilistic programming language☆319Updated 2 years ago
- The simple essence of automatic differentiation☆198Updated 4 years ago
- Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability☆63Updated 6 months ago
- Running the code you want to write as fast as the code you have to write☆140Updated 8 years ago
- Tensorlang, a differentiable programming language based on TensorFlow☆291Updated 7 years ago
- Exact Inference Engine for Probabilistic Programs☆131Updated 4 months ago
- ☆42Updated 7 years ago
- A repository for generative models☆114Updated last year
- Deep learning via category theory and functional programming☆141Updated 4 years ago
- probmods 2: electric boogaloo☆306Updated last year
- Probabilistic Programming☆41Updated last year
- A high-performance DSL for deep neural networks in Julia☆53Updated 2 years ago
- Neural Guided Constraint Logic Programming for Program Synthesis☆92Updated 6 years ago
- Python Cellular Sheaf Library☆130Updated 2 months ago
- Bug-free machine learning on stochastic computation graphs☆389Updated 5 years ago
- Probabilistic programming system for fast and exact symbolic inference☆77Updated 6 months ago
- Typed frontend to TensorFlow and higher-order deep learning☆156Updated 2 years ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆83Updated last year
- ☆62Updated 10 years ago
- A Learning Environment for Theorem Proving☆72Updated 2 years ago
- Probabilistic Programming eXecution protocol (PPX)☆73Updated 2 years ago
- The BLOG programming language☆98Updated 2 years ago
- Differentiable Forth Interpreter☆68Updated 6 years ago
- Sigma is a probabilistic programming environment implemented in Julia☆68Updated 5 years ago
- Visualization for WebPPL☆14Updated 6 years ago
- ☆90Updated 7 years ago
- Modular Probabilistic Programming on MXNet☆104Updated last year