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18337

18.337 - Parallel Computing and Scientific Machine Learning

cryoai

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

ddg-exercises

Assignment skeleton for course on Discrete Differential Geometry (15-458/858)

deeph-pack

Deep neural networks for density functional theory Hamiltonian.

dmrg101

Python implementation of the DMRG algorithm for the Taipei DMRG Winter School

dmrg_didactic

Jupyter notebook with a didactic implementation of DMRG.

dmrg_mps_didactic

Jupyter notebook with a didactic implementation of DMRG, using tensor networks.

e2cnn

E(2)-Equivariant CNNs Library for Pytorch

ed

ed_basics

Basics on Exact Diagonalization

edrixs

An open source toolkit for simulating RIXS spectra based on ED

egnn

equiformer_v2

[arXiv'23] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

heisenberg

Heisenberg: a program to the matrix calculation of the Heisenberg model in spin chains

irl-inr

Source code for IRL-INR (ICML 2023)

majorana

ml-pm-training-2022

ML Perlmutter User Training

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml-xpfs-steering

ml-xpfs_steering

ml_pnr

ml_quantum_compiling

A machine learning algorithm for topological quantum compiling

netket

Machine learning algorithms for many-body quantum systems

neural-manifold-dynamics

Reduced-order modelling using an atlas of charts

neurorient

openbte

Phonon Boltzmann Transport Equation

optbayesexpt

Optimal Bayesian Experiment Design

panoramic-phonon-ued

phonondos_e3nn

Code Repository for "Direct prediction of phonon density of states with Euclidean neural network"