dgedon

DeepSSM_SysID

Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.

invertible_kernel_PCA

Official implementation of "Invertible Kernel PCA with Random Fourier Features", 2022.

nstemi_prediction

Official test code for paper "Development and validation of deep learning ECG-based prediction of myocardial infarction in emergency department patients"

lightning-ntm

PyTorch Lightning implementation of Neural Turing Machine (NTM).

CycleGAN-for-Emojis

CycleGAN implementation for Emojis

DeppSSM_Covid

Using Deep SSMs for Covid hospitalisation prediction

nlp_transformer_embeddings

Project for NLP course with title `Evaluating Transformer as Embedding Layers`

PCR_spiked_covariance

Official PyTorch implementation of "No Double Descent in Principal Component Regression", ICML 2024.

dgedon.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ecg-preprocessing

lightning_language_modeling_pretrain

copy and slight changes of https://github.com/yang-zhang/lightning-language-modeling

rfm_uncertainty

Official PyTorch implementation of "Uncertainty Estimation with Recursive Feature Machines", UAI 2024.

Tensor-Kalman-Filter

Official Matlab implementation of "Tensor Network Kalman Filter for LTI Systems", 2019.

lightning_glue_finetuning

ProjectParticleClusteringv2

Upgrade of repository https://github.com/ViniciusMikuni/UCluster/ to TFv2.4

ShowAndTell

Re-implementation of "Show and Tell: A Neural Image Caption Generator" for course assignment.

wasp-assignmen-af-classification

Atrial fibrillation classification from the ECG . Assignment for the WASP Course "Artificial Intelligence and Machine Learning"