Hacker News
- Category Theory ∩ Machine Learning https://github.com/bgavran/Category_Theory_Machine_Learning 69 comments
Linking pages
Linked pages
- Neural Networks, Types, and Functional Programming -- colah's blog http://colah.github.io/posts/2015-09-NN-Types-FP/ 80 comments
- Bruno Gavranović https://www.brunogavranovic.com/posts/2022-02-10-optics-vs-lenses-operationally.html 12 comments
- [1711.10455] Backprop as Functor: A compositional perspective on supervised learning https://arxiv.org/abs/1711.10455 11 comments
- [1804.00746] The simple essence of automatic differentiation https://arxiv.org/abs/1804.00746 11 comments
- [1910.07065] Reverse derivative categories https://arxiv.org/abs/1910.07065 1 comment
- [1907.08292] Compositional Deep Learning https://arxiv.org/abs/1907.08292 0 comments
- [1511.09230] A Type Theory for Probabilistic and Bayesian Reasoning http://arxiv.org/abs/1511.09230 0 comments
- [2001.02209] Correctness of Automatic Differentiation via Diffeologies and Categorical Gluing https://arxiv.org/abs/2001.02209 0 comments
- [2212.06615] Category Theory for Quantum Natural Language Processing https://arxiv.org/abs/2212.06615 0 comments
- Bruno Gavranović https://www.brunogavranovic.com/posts/2021-03-03-Towards-Categorical-Foundations-Of-Neural-Networks.html 0 comments