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Lei Wang's Projects

betavqe.jl icon betavqe.jl

Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits

dl4csrc icon dl4csrc

Hitchhiker's Guide to Deep Learning for Computational Scientists

ferminet icon ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

hyde icon hyde

A brazen two-column theme for Jekyll.

hydrogen icon hydrogen

variationally solve hydrogen atom with autograd

ictp-saifr-mlphysics icon ictp-saifr-mlphysics

Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil

kacward icon kacward

Kac and Ward's combinatorial solution to the Ising problem (open square lattice)

kfac-jax icon kfac-jax

Second Order Optimization and Curvature Estimation with K-FAC in JAX.

ml4p icon ml4p

Machine learning for physicists

mongeampereflow icon mongeampereflow

Continuous-time gradient flow for generative modeling and variational inference

progtech2 icon progtech2

Programming Techniques for Scientific Simulation II

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pytorch-made icon pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

tensors.jl icon tensors.jl

Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.

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