MauroCE
Passionate about Machine Learning. Machine Learning PhD at the University of Bristol. Generative Models, Sampling, Likelihood-free Inference
University of BristolBristol, UK
Pinned Repositories
simon-sings
A game for the visually impaired, 2nd place MLH Hack the South 2019
ApproximateManifoldSamplingPaper
Code to reproduce the experiments of my Approximate Manifold Sampling paper.
DanteGPT
DanteGPT
GMRG
Reading Group on Generative Modelling at the University of Bristol
IntegratorSnippets
Code implementing Integrator Snippets, joint work with Christophe Andrieu and Chang Zhang
ManifoldSampling
Algorithms, Ideas and Notes of Sampling from a Manifold
PythonBRMLtoolbox
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Spotify-Wrapped-Weekly
Using Python to grab recently played songs from Spotify API and chart.js to display a SpotifyWrapped.
MauroCE's Repositories
MauroCE/GMRG
Reading Group on Generative Modelling at the University of Bristol
MauroCE/ManifoldSampling
Algorithms, Ideas and Notes of Sampling from a Manifold
MauroCE/ApproximateManifoldSamplingPaper
Code to reproduce the experiments of my Approximate Manifold Sampling paper.
MauroCE/DanteGPT
DanteGPT
MauroCE/IntegratorSnippets
Code implementing Integrator Snippets, joint work with Christophe Andrieu and Chang Zhang
MauroCE/Spotify-Wrapped-Weekly
Using Python to grab recently played songs from Spotify API and chart.js to display a SpotifyWrapped.
MauroCE/AISafely
Content for my instagram and tiktok accounts on AI Safety
MauroCE/COMPASS-Seminar
A tutorial on Amortised Approximate Ratio Estimation for the COMPASS Seminar Series at the University of Bristol.
MauroCE/MLFlowDagsterOptunaExample
A simple example of performing hyperparameter search with Optuna, MLFlow and Dagster
MauroCE/NeuralNetworksReadingGroup
Repository hosting website for the Neural Networks reading group at the University of Bristol.
MauroCE/PythonBoardGames
Reproduce gameplay and players for some of the boardgames I own
MauroCE/StatisticalComputingPortfolioWebsite
Statistical Computing Portfolio for Statistical Computing 2 COMPASS PhD course at University of Bristol
MauroCE/BBCTopicModeling
Unsupervised Topic Modeling via BERTopic
MauroCE/BIPManifoldExperiments
Experiments on a simple 2D Bayesian Inverse Problem using Approximate Manifold Sampling and HMC
MauroCE/CrossWordLLM
A repository for playing around with crosswords, anagrams and cryptic crosswords with LLMs
MauroCE/CultivatedMeat
Cultivated Meat Writing
MauroCE/DataForSofiia
Data for Sofiia
MauroCE/dpo-dynamics
MauroCE/GaussianConstrainedEllipsoid
Experiments about sampling from a Gaussian constrained to be around an ellipsoid
MauroCE/HamiltonianSnippets
Hamiltonian Snippets code for the upcoming paper
MauroCE/IntegratorSnippetExperiments
Experiments about adaptivity with Integrator Snippets
MauroCE/mauroce
Profile Description
MauroCE/MCMCPlayground
MauroCE/NanoGPT
NanoGPT model inspired by Andrey Karpathy
MauroCE/OWID-Exercise
Data exercise for Junior Data Scientist position at OWID
MauroCE/PersonalWebsite
Personal Website with Blogposts, Achievements and Ideas
MauroCE/PhDMiniproject
COMPASS Year 1 Mini-Project that will evolve into a PhD Project. Expectation Propagation and Pseudo-Marginal MCMC
MauroCE/PosteriorsPlayground
Testing Posteriors by Normal Computing
MauroCE/Quenouille-Prize-Southampton
This repository simply hosts a scan of the letter awarding me of the Quenouille Prize in Operational Research for the Best Overall UG Mathematics Performance at the University of Southampton
MauroCE/SeqInference
A repository containing group project work associated with the Statistical Methods 2 course run by COMPASS - Bristol University