myscience

x-lstm

Pytorch implementation of the xLSTM model by Beck et al. (2024)

open-genie

Pytorch implementation of "Genie: Generative Interactive Environments", Bruce et al. (2024).

modular-diffusion

Modular PyTorch (Lightning) implementation of Diffusion Probabilistic Models

mamba

Pytorch (Lightning) implementation of the Mamba model

retnet-pytorch

Implementation of Retention-Network in PyTorch

variational-diffusion

Unofficial implementation of Variational Diffusion Models in PyTorch (Lightning)

LTTS

This is the repository for code associated to the paper: "Target spiking patterns enable efficient and biologicallyplausible learning for complex temporal tasks" (published in PlosONE at: https://doi.org/10.1371/journal.pone.0247014).

py-fluid

Just another Fluid Simulation, this time with Art!

bayesian-flow

Unofficial Implementation of Bayesian Flow Network in easy PyTorch for didactic purposes

goal

Generalized Optimal Apprentiship Learning (GOAL): Unifying Error-Based and Target-Based Learning via Feedback Control

SNN

This is the first attempt to write a simple Spiking Neural Network with the aim to test it against MNIST dataset and obtein an error score lower than 5%

FLIP2D

PIC/FLIP 2D Fluid Simulator based on Robert Bridson book

jamba

Pytorch (Lightning) Implementation of the Jamba Language Model

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Fluid-Dynamics

Fluids are fun. But man, are they hard to simulate

git-playground

Playground repository, to teach git to SISSA PhD students

LTTS-BC

Repository for implementing Behavioural Cloning in a Target-Based Biologically Plausible way

Slow_Students

hierarchy-flow

Unofficial implementation of Hierarchical Flow (image-to-image) for didactic purposes

statlearn-read

Repository for the Statistical Learning of Reading project where (borrowing from Visual Neuroscience literature) ANN architectures are used to gain insight on how brain learns to read.

torch-zoo

Collection of deep models in PyTorch as learning exercises

video-to-piano