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vegaandagev's Projects

geoopt icon geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

gwdata-bootcamp icon gwdata-bootcamp

Gravitational Wave Data Exploration: A Practical Training in Programming and Analysis

higher icon higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

hotrg icon hotrg

Higher-order tensor renormalization group algorithm in C++

ipeps icon ipeps

Symmetric iPEPS algrithm based on ITensor and Eigen for spin and fermionic system. Including simple, full and fast full update in the current stage.

ipeps-2 icon ipeps-2

2D ipeps code, including simple, full and variational update:https://arxiv.org/abs/1711.07584

itensor icon itensor

A C++ library for efficient tensor network calculations

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lowrankmatrixdecompositioncodes icon lowrankmatrixdecompositioncodes

RSVDPACK: Implementations of fast algorithms for computing the low rank SVD, interpolative and CUR decompositions of a matrix, using randomized sampling. Includes codes for single core (using GNU GSL), multi-core (using Intel MKL) and GPU (using NVIDIA CUDA/CULA) architectures.

maxent icon maxent

Maximum Entropy Modeling Toolkit for Python and C++

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mps_recursion_method icon mps_recursion_method

The code for the paper "Matrix product state recursion methods for computing spectral functions of strongly correlated quantum systems"

ncon icon ncon

Tensor network contraction function for Python 3.

nilang.jl icon nilang.jl

A differential eDSL that can run faster than light and go back to the past.

odmrg icon odmrg

Code repository for the ITensor based Open DMRG algorithm.

omegamaxent icon omegamaxent

Omega MaxEnt : analytic continuation of numerical Matsubara data.

opt_einsum icon opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

peps-torch icon peps-torch

Solving two-dimensional spin models with tensor networks (powered by PyTorch)

pi-peps icon pi-peps

C++ library built on top of ITensor for running iPEPS simulations of spin systems for arbitrary unit cells

pydmet icon pydmet

PyDMET: a python implementation of density matrix embedding theory

python icon python

All Algorithms implemented in Python

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