bgavran Goto Github PK

-co-algebracheatsheet

List of initial algebras and final coalgebras of functors

agda_category_theory

Formalization of category theory in Agda

agda_ct_bug

autodiff

Rudimentary automatic differentiation framework

bgavran

bgavran.github.io

category_theory_machine_learning

List of papers studying machine learning through the lens of category theory

category_theory_resources

List of resources for learning Category Theory

compositional_deep_learning

Deep learning via category theory and functional programming

cyclegan

Implementation of the CycleGAN paper with Wassersein distance and gradient penalty

dependently_typed_einsum

WIP

dependentopticsidris2

dnc

Implementation of the Differentiable Neural Computer in Tensorflow

dotfiles

Various config files

gan_lecture_materials

Generative Adversarial Networks presentation and workshop materials

idris-ct

formally verified category theory library

idris_category_theory

improved-wgan-pytorch

Improved WGAN in Pytorch

improved_wgan

Implementation of the "Improved Training of Wasserstein GANs" paper in TensorFlow

lens_resources

Theory and Applications of Lenses and Optics

lstm

Playing around with various LSTM architectures and figuring out TensorFlow

ml

Simple neural network in numpy

monad-challenges

A set of challenges for jump starting your understanding of monads.

music-generation

An RNN implementation to generate music

synthetic_gradients

Implementation of the "Decoupled Neural Interfaces using Synthetic Gradients" paper in PyTorch

the-gan-zoo

A list of all named GANs!