bgavran / Compositional_Deep_LearningLinks
Deep learning via category theory and functional programming
☆149Updated 5 years ago
Alternatives and similar repositories for Compositional_Deep_Learning
Users that are interested in Compositional_Deep_Learning are comparing it to the libraries listed below
Sorting:
- Heterogeneous automatic differentiation ("backpropagation") in Haskell☆192Updated 6 months ago
- A list of works and resources about double category theory, with a particular focus on applications.☆30Updated 3 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
- ☆122Updated last year
- Typed frontend to TensorFlow and higher-order deep learning☆156Updated 3 years ago
- Theory and Applications of Lenses and Optics☆56Updated 3 years ago
- Reinforcement learning in haskell☆45Updated 4 years ago
- In the tradition of "awesome" (curated) lists, this is a list of references and code for doing deep learning in Haskell.☆299Updated 4 years ago
- Hasktorch two-layer network example project☆13Updated 5 years ago
- A DSL for the internal language of a topos☆66Updated 4 months ago
- Funn: Functional Neural Networks in Haskell☆26Updated 6 years ago
- CQL: Categorical Query Language implementation in Haskell☆182Updated 2 years ago
- ☆27Updated 3 years ago
- Formalization of category theory in Agda☆17Updated 2 years ago
- Linear Algebra of Programming - Algebraic Matrices in Haskell☆84Updated 7 months ago
- Neural Nets in native Haskell☆124Updated 5 years ago
- Practical Deep Learning in Haskell now!☆50Updated 3 years ago
- formally verified category theory library☆268Updated 5 years ago
- Reexporting TensorFlow Haskell with dependent typed functions☆46Updated 6 years ago
- An Experiment in Haskell Symbolic Algebra☆73Updated 13 years ago
- Tensors in Haskell☆40Updated last week
- Accelerated machine learning with dependent types☆99Updated 3 months ago
- This project is to contain a listing of common theorems in elementary category theory.☆73Updated 5 years ago
- dependent types meets deep learning☆44Updated 6 years ago
- A visual catalogue + story of morphisms displayed across computational structures.☆129Updated 3 years ago
- A topological data analysis library for Haskell☆29Updated 4 years ago
- The simple essence of automatic differentiation☆201Updated 4 years ago
- Source for personal blog.☆78Updated 3 months ago
- Introduction to algebraic effects and handlers☆98Updated 7 years ago
- General-Purpose Computer Algebra System as an EDSL in Haskell☆95Updated last year