Stars
CSGNet: Neural Shape parser for Constructive Solid Geometry
CompILE: Compositional Imitation Learning and Execution (ICML 2019)
Awesome free machine learning and AI courses with video lectures.
A Collection of Variational Autoencoders (VAE) in PyTorch.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Official Pytorch implementation of Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Code for recovery of low-rank plus sparse matrices
A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch
A general-purpose probabilistic programming system with programmable inference
Python implementation of Bayesian Program Learning tools (with PyTorch)
Modelling epidemiological dynamics and performing inference in these models
Code for modelling estimated deaths and cases for COVID19.
Code release for NeRF (Neural Radiance Fields)