Pinned Repositories
aesara
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
aevb
Applying the AEVB Estimator to Latent Variable Models
autodiff
Minimal examples of different implementations of automatic differentiation.
blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Dstructures
A collection of Data Structures
prml_solutions
weight_uncertainty
A JAX-based implementation of Mean-field Variational Inference for Bayesian neural networks.
PaulScemama's Repositories
PaulScemama/weight_uncertainty
A JAX-based implementation of Mean-field Variational Inference for Bayesian neural networks.
PaulScemama/aesara
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
PaulScemama/aevb
Applying the AEVB Estimator to Latent Variable Models
PaulScemama/autodiff
Minimal examples of different implementations of automatic differentiation.
PaulScemama/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
PaulScemama/Dstructures
A collection of Data Structures
PaulScemama/fortuna
A Library for Uncertainty Quantification.
PaulScemama/Masktune
PaulScemama/mcmc-embed
An experiment on performing MCMC for Bayesian Inference on the embeddings of images.
PaulScemama/neurips_bdl_data
PaulScemama/neurips_bdl_starter_kit
PaulScemama/noaa
NOAA Weather Service Python SDK
PaulScemama/pathml
Tools for computational pathology
PaulScemama/paulscemama.github.io
Files needed to replicate my research blog
PaulScemama/prml_solutions
PaulScemama/Res-Net
PaulScemama/strang-linear
Notes on Gilbert Strang's Linear Algebra Course: 18.06 on OCW
PaulScemama/optax-swag
Stochastic Weight Averaging (SWA) transforms for Optax with JAX
PaulScemama/prior_class_correlations
PaulScemama/sampling-book
Tutorials and sampling algorithm comparisons
PaulScemama/sheeprl
Distributed Reinforcement Learning accelerated by Lightning Fabric
PaulScemama/Weight-Uncertainty-in-Neural-Networks
PaulScemama/weight_uncertainty_mlx
An MLX-based implementation of Mean-field Variational Inference for Bayesian neural networks.