Pinned Repositories
18337
18.337 - Parallel Computing and Scientific Machine Learning
ai-town
A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
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
neurorient
panoramic-phonon-ued
phonondos_e3nn
Code Repository for "Direct prediction of phonon density of states with Euclidean neural network"
zhantaochen's Repositories
zhantaochen/phonondos_e3nn
Code Repository for "Direct prediction of phonon density of states with Euclidean neural network"
zhantaochen/neurorient
zhantaochen/ai-town
A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
zhantaochen/cryoAI
zhantaochen/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。
zhantaochen/DeepH-pack
Deep neural networks for density functional theory Hamiltonian.
zhantaochen/DMRG_didactic
Jupyter notebook with a didactic implementation of DMRG.
zhantaochen/DMRG_MPS_didactic
Jupyter notebook with a didactic implementation of DMRG, using tensor networks.
zhantaochen/e2cnn
E(2)-Equivariant CNNs Library for Pytorch
zhantaochen/ED
zhantaochen/edrixs
An open source toolkit for simulating RIXS spectra based on ED
zhantaochen/equiformer_v2
[arXiv'23] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
zhantaochen/inxs-steering
zhantaochen/IRL-INR
Source code for IRL-INR (ICML 2023)
zhantaochen/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
zhantaochen/ml-xpfs-steering
zhantaochen/ML-XPFS_Steering
zhantaochen/netket
Machine learning algorithms for many-body quantum systems
zhantaochen/neural-manifold-dynamics
Reduced-order modelling using an atlas of charts
zhantaochen/optbayesexpt
Optimal Bayesian Experiment Design
zhantaochen/phononDoS_tutorial
zhantaochen/skopi
zhantaochen/spinw
SpinW Matlab library for spin wave calculation
zhantaochen/stable-diffusion
A latent text-to-image diffusion model
zhantaochen/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
zhantaochen/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
zhantaochen/torchkbnufft
A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.
zhantaochen/transformer
Transformer: PyTorch Implementation of "Attention Is All You Need"
zhantaochen/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
zhantaochen/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch