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tensorgrad. Differentiable Programming Tensor Networks
147ml4p. Machine learning for physicists
142BetaVQE.jl. Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits
36DL4CSRC. Hitchhiker's Guide to Deep Learning for Computational Scientists
36MongeAmpereFlow. Continuous-time gradient flow for generative modeling and variational inference
34TRG. Differentiable Tensor Renormalization Group for square Ising
18wangleiphy.github.io. HTML
12hydrogen. variationally solve hydrogen atom with autograd
10VAN.jl. Variational Autoregressive Network in Julia
10BoundaryMPS. BoundaryMPS for square Ising
9SpinlesstV-LCT-INT. Efficient continuous-time quantum Monte Carlo method for spinless fermions
7jax-flow-matching. Python
5rbm2mps. MPS representation of RBM
4fanqiang. 翻墙-科学上网
4Tensors.jl. Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.
1ferminet. An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
1NiLogLikeNumbers.jl. Reversible logarithmic and tropical number systems
1RenyiCTQMC. Python
1kfac-jax. Second Order Optimization and Curvature Estimation with K-FAC in JAX.
1UCAS_QMteaching. Demo codes for QM class at UCAS
1pytorch_mpi. Playing with distributed training of pytorch
1YaoTutorial. Julia
1ALPSCore. Core ALPS libraries
1torchdiffeq. Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
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