georgosgeorgos

few-shot-diffusion-models

Few-Shot Diffusion Models

hierarchical-few-shot-generative-models

Code for "SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation" @ ICML 2022

graph-signal-reconstruction

Signal recovery and sampling over graphs

data-mining

Some Data Mining topics

dlss_tsinghua

Deep Learning Summer School

DLRC_2018

Statistical Models for Robotic Perception

trajectory-alignment-diffusion

Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023

AI-ML

Some Artificial Intelligence & Machine Learning algorithms

ComputationalStatisticsBT

Computational Statistics with R

WhatDoYouRecommend

recommendation systems for books

AI

Some classical Artificial Intelligence algorithms

BioInformatics

BioInformatics with Python

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

autoregressive-energy-machines

Autoregressive Energy Machines

crypto-grapho

georgosgeorgos.github.io

georgos blog

gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

inverted_recipes

build a search engine

karpathy.github.io

my blog

ML_applications

applications

modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

notes

Course notes

paccmann_chemistry

Generative models of chemical data for PaccMann^RL

PlaNet-1

Deep Planning Network: Control from pixels by latent planning with learned dynamics

Recommendations_for_Engineers

All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.

research_2020

Resources

rfs

RL

Some classical Reinforcement Learning algorithms

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

webCrawler

Weighted exploration