Beijing

Lei Wang

Elite
@wangleiphy

Computational Quantum Physics

tensorgrad. Differentiable Programming Tensor Networks

147

ml4p. Machine learning for physicists

142

BetaVQE.jl. Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits

36

DL4CSRC. Hitchhiker's Guide to Deep Learning for Computational Scientists

36

MongeAmpereFlow. Continuous-time gradient flow for generative modeling and variational inference

34

TRG. Differentiable Tensor Renormalization Group for square Ising

18

wangleiphy.github.io. HTML

12

hydrogen. variationally solve hydrogen atom with autograd

10

VAN.jl. Variational Autoregressive Network in Julia

10

BoundaryMPS. BoundaryMPS for square Ising

9

SpinlesstV-LCT-INT. Efficient continuous-time quantum Monte Carlo method for spinless fermions

7

jax-flow-matching. Python

5

rbm2mps. MPS representation of RBM

4

fanqiang. 翻墙-科学上网

4

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

1

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

1

NiLogLikeNumbers.jl. Reversible logarithmic and tropical number systems

1

RenyiCTQMC. Python

1

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

1

UCAS_QMteaching. Demo codes for QM class at UCAS

1

pytorch_mpi. Playing with distributed training of pytorch

1

YaoTutorial. Julia

1

ALPSCore. Core ALPS libraries

1

torchdiffeq. Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

1
24
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