conal / talk-2018-essence-of-adLinks
The simple essence of automatic differentiation
☆201Updated 4 years ago
Alternatives and similar repositories for talk-2018-essence-of-ad
Users that are interested in talk-2018-essence-of-ad are comparing it to the libraries listed below
Sorting:
- Deep learning via category theory and functional programming☆148Updated 5 years ago
- Examples of Automatic Differentiation (AD) in many different languages and systems☆27Updated 7 years ago
- Tensorlang, a differentiable programming language based on TensorFlow☆292Updated 7 years ago
- probabilistic programming for PL folks☆159Updated 4 years ago
- Haskell re-implementation of STOKE, the stochastic superoptimizer☆64Updated 6 years ago
- Stalin∇, a brutally optimizing compiler for the VLAD language☆77Updated 7 years ago
- Exact Inference Engine for Probabilistic Programs☆135Updated 8 months ago
- The Design and Implementation of Probabilistic Programming Languages☆180Updated last year
- Typed frontend to TensorFlow and higher-order deep learning☆156Updated 3 years ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆85Updated 8 months ago
- DeepAlgebra☆25Updated 8 years ago
- Implementation of Lightweight Modular Staging (LMS) in Python☆48Updated 6 years ago
- A Haskell framework to define valid deep learning models and export them to other frameworks like TensorFlow JS or Keras.☆102Updated 2 years ago
- A Learning Environment for Theorem Proving☆76Updated 3 years ago
- Exploring connections between automatic differentiation and smooth infinitesimal analysis, or smooth algebras☆17Updated 4 years ago
- Neural Guided Constraint Logic Programming for Program Synthesis☆93Updated 6 years ago
- Higher-order, higher-order automatic differentiation☆30Updated 5 years ago
- An Experiment in Haskell Symbolic Algebra☆73Updated 13 years ago
- Bug-free machine learning on stochastic computation graphs☆396Updated 6 years ago
- Compiler with automatic differentiation☆48Updated 2 years ago
- Heterogeneous automatic differentiation ("backpropagation") in Haskell☆192Updated 5 months ago
- General-Purpose Computer Algebra System as an EDSL in Haskell☆95Updated last year
- Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability☆68Updated last year
- A probabilistic programming language☆322Updated 3 years ago
- Voevodsky's original development of the univalent foundations of mathematics in Coq☆57Updated 11 years ago
- Course notes for Pure Mathematics Topic D 2019☆53Updated 5 years ago
- A curated list of geometric algebra resources☆135Updated 5 years ago
- A DSL for the internal language of a topos☆66Updated 3 months ago
- A system for computational category theory and applications☆40Updated 9 years ago
- Build-to-Order BLAS☆12Updated 6 years ago