nicola144's Stars
clementchadebec/benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
furibec/rare_event_simulation
Some Monte Carlo algorithms for the estimation of small probabilities associated with rare events
probml/JSL
Jax SSM Library
albertometelli/subgaussian-is
jacarvalho/nopg
Nonparametric Off-Policy Policy Gradient
blackjax-devs/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
acerbilab/vbmc
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
AaltoML/BayesNewton
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
google-deepmind/mc_gradients
google-research/group_testing
xunzheng/notears
DAGs with NO TEARS: Continuous Optimization for Structure Learning
DartML/Stein-Variational-Gradient-Descent
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
VirgiAgl/CausalBayesianOptimization
Code for the Causal Bayesian Optimization algorithm (http://proceedings.mlr.press/v108/aglietti20a/aglietti20a.pdf)
cornellius-gp/gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
chiphuyen/machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
ohamelijnck/multi_res_gps
frb-yousefi/aggregated-multitask-gp
Code companion of Multi-task Learning for Aggregated Data using Gaussian Processes paper
mattiasvillani/AdvBayesLearnCourse
Course material for the PhD course in Advanced Bayesian Learning
ctgk/PRML
PRML algorithms implemented in Python
nchopin/particles
Sequential Monte Carlo in python
RicoFio/disentangle_mlp
Improved disentangling of VAE-GAN on CelebA
kevinzakka/torchnca
A PyTorch implementation of Neighbourhood Components Analysis.
alan-turing-institute/CleverCSV
CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.
IEavan/scaling-behaviour-of-SAT
Scaling Behaviour of SAT: Theory and Practive.
ben18785/distribution-zoo
App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Atcold/torch-Video-Tutorials
Light your way in Deep Learning with Torch 🔦
recommenders-team/recommenders
Best Practices on Recommendation Systems
datasciencescoop/Data-Science--Cheat-Sheet
Cheat Sheets
ritchieng/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.