Stars
CUDA accelerated rasterization of gaussian splatting
Pippi: parse it, plot it. A program for operating on MCMC chains and related lists of samples from a function or distribution.
Code for the ICLR 2025 paper: "Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks"
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
A JAX-based implementation of Mean-field Variational Inference for Bayesian neural networks.
Optax is a gradient processing and optimization library for JAX.
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic model…
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
Repository for SeSE course GPU programming for Machine Learning and Data Processing
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
Reference CUDA implementation of training a small Bayesian neural network (BNN) using MCMC
Convolutional Variational Autoencoder in Pytorch benchmarked on CelebA Dataset
Python package for evaluating model calibration in classification
Repository of NeurIPS 2019 paper "Calibration tests in multi-class classification: A unifying framework"
ahupowerdns / luawrapper
Forked from tomaka/luawrapperEasy-to-use lua wrapper for C++
stb single-file public domain libraries for C/C++
A C++ standalone library for machine learning
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
ThinkPad Fan Control 2 (Dual Fan) for Windows 10 and 11
A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control. The connection between different manifolds is fixed via an…