sghalebikesabi Goto Github PK

a-comparative-study-on-graph-convolutional-networks

This project aims to compare three types of GCNs (plain GCNs, Graph Attention Networks and FastGCN) in a large-scale simulation study with respect to accuracy, memory and computational complexity.

autoregressive-bayesian-predictives

beta-bayes-ops

cmt2pmlr-generator

The scripts to generate bibtex files and the corresponding pdfs for PMLR

comparison-study-of-statistical-machine-learning-methods-for-loan-default-prediction

This project was pursued as part of a course project for the Macihne Learning module at LSE

csgmcmc

UCI experiments with 'Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning'

does-vi-work

This is the code for the micro-project 'Variational Inference: ”Does it work?”'. This project is part of the StatML CDT at University of Oxford and Imperial College London.

dpfastmh

gmm-vae-clustering-pytorch

Pytorch implementation of a Gaussian Mixture Variational Autoencoder used for clustering of the MNIST data set.

gvi-wgf

heilpraktiker

importance-weighted-differential-privacy

latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

lectures

loveueveryday

This programme gives you a translation of 'I love you' in a different langauge everyday

lse-ai-assignments

Assignments as part of a MSc course on Artificial Intelligence

maf

Masked Autoregressive Flow

maf_p3

Cloned original MAF repo and changed some parts such that now any data set can be run and it works for python 3

missingness_clustering

Two stage approach for finding latent representations

mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

mlresearch.github.io

Machine Learning Research Homepage

non-stationary-semiparametric-long-memory-estimation

Project I worked on for my undergraduate studies

nshap

Code accompanying 'On Locality of Local Explanation Models'

oxford-poster

LaTeX beamer poster template themed for the University of Oxford

psmvae

Deep generative pattern-set mixture models for missingness imputation

r1

Proceedings of AISTATS 1997

sghalebikesabi.github.io

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

sghalebikesabii.github.io

Personal website

tag-recommendation-in-stackoverflow

Project work submitted as part of the MSc Statistics course on Bayesian Machine Learning at the London School of Economics and Political Science

time-series-versus-cross-sectional-momentum

Project as part of a term paper in my undergraduate studies