David Pfau's starred repositories

folx

Implementation of Forward Laplacian algorithm in JAX

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alien

ALIEN is a CUDA-powered artificial life simulation program.

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pesnet

Reference implementation of "Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions" (ICLR, 2022) and "Sampling-free Inference ob Ab-Initio Potential Energy Surface Networks" (ICLR 2023)

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geotorch

Constrained optimization toolkit for PyTorch

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pyqmc

Python library for real space quantum Monte Carlo

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hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

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spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

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texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

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image-analogies

Generate image analogies using neural matching and blending.

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DeepTextures

Code to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)

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ofxMSATensorFlow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

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CNNMRF

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

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torch-caffe-binding

Use Caffe in Torch7

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thunder

scalable analysis of images and time series

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forestdb.org

A repository for generative models

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stan

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.

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Minimum-Probability-Flow-Learning

Matlab code implementing Minimum Probability Flow Learning.

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lvm-toolkit

UT Austin Machine Learning Group Latent Variable Modeling Toolkit

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