zehsilva

autodidatico

reposity to track my learning of different topics. Each folder will have a broad topic of interest and documents (.md, notebooks , code and pdfs)

util-scripts

some utilities

prior-predictive-specification

Techniques for setting of hyperparameters of hierarchical models using the prior predictive distribution of the model

awesome-mlss

List of summer schools in machine learning + related fields across the globe

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

cfrnet

Counterfactual Regression

cornac

A Comparative Framework for Multimodal Recommender Systems

dcPF

deeplearningcourse

espia-camara

expRNN

Optimization with orthogonal constraints and on general manifolds

GflowNets_Tutorial

GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling

gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

Neural-Manifold-Ordinary-Differential-Equations

[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)

OrdNMF

PRML

PRML algorithms implemented in Python

probai-2021

Materials of the Nordic Probabilistic AI School 2021.

probai-2021-pyro

Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

probai-2022

Materials of the Nordic Probabilistic AI School 2022.

Regularized_autoencoders-RAE-

relie

Experiments for the AISTATS publication on Reparameterizing Distributions over Lie Groups

Teaching-Kids-Programming

Teaching Kids Programming

test-orchest-pipeline

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022

videos

Code for the manim-generated scenes used in 3blue1brown videos

zeh-raytracer

zehcompiler

zipbn

Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks (NeurIPS 2020)