kdkyum
PhD in Physics, Postdoc at the Max Planck Institute for Security and Privacy (MPI-SP)
Max Planck Institute for Security and Privacy (MPI-SP)Bochum, Germany
Pinned Repositories
ARENA_3.0
Backboning-RandWire
chatGPT-discord-bot
Integrate ChatGPT into your own discord bot
dotfiles
My dotfiles
neep
Official PyTorch implementation of "Learning Entropy Production via Neural Networks" (PRL 2020).
odd_neep
Official PyTorch implementation of "Estimating entropy production in a stochastic system with odd-parity variables".
RatchetDRL
Official PyTorch implementation of "Deep reinforcement learning for feedback control in a collective flashing ratchet" (PRR 2021).
transformer_memory_consolidation
PyTorch code for "Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity" (NeurIPS 2023)
Music
kdkyum's Repositories
kdkyum/neep
Official PyTorch implementation of "Learning Entropy Production via Neural Networks" (PRL 2020).
kdkyum/transformer_memory_consolidation
PyTorch code for "Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity" (NeurIPS 2023)
kdkyum/ARENA_3.0
kdkyum/Backboning-RandWire
kdkyum/chatGPT-discord-bot
Integrate ChatGPT into your own discord bot
kdkyum/dotfiles
My dotfiles
kdkyum/gym-numpad
kdkyum/kdkyum.github.io
kdkyum/odd_neep
Official PyTorch implementation of "Estimating entropy production in a stochastic system with odd-parity variables".
kdkyum/RatchetDRL
Official PyTorch implementation of "Deep reinforcement learning for feedback control in a collective flashing ratchet" (PRR 2021).
kdkyum/torch_tem
Implementation of the Tolman Eichenbaum Machine in pytorch
kdkyum/sparse_autoencoder
Sparse Autoencoder for Mechanistic Interpretability