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Xiang's starred repositories

charge3net

Higher-order equivariant neural networks for charge density prediction in materials

Language:PythonMIT2000

mamba

Mamba SSM architecture

Language:PythonApache-2.01151400

awesome-dataviz

:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.

NOASSERTION365300

mlcolvar

A unified framework for machine learning collective variables for enhanced sampling simulations

Language:PythonMIT8700

dotfiles

Personal configuration files for bash, zsh, git, vim, screen etc.

Language:ShellNOASSERTION22200

labutil

Lab materials for MIT 3.320 and Harvard AP 275 courses on atomistic modeling

Language:PythonMIT1400

mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

Language:PythonNOASSERTION41300

openmm-torch

OpenMM plugin to define forces with neural networks

Language:C++17300

optuna

A hyperparameter optimization framework

Language:PythonNOASSERTION1013800

PhiFlow

A differentiable PDE solving framework for machine learning

Language:PythonMIT125000

xmanager

A platform for managing machine learning experiments

Language:PythonApache-2.080500

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

Language:Jupyter Notebook149700

zsh-autosuggestions

Fish-like autosuggestions for zsh

Language:ShellMIT3030200

PRML

PRML algorithms implemented in Python

Language:Jupyter NotebookMIT1132600

autojump

A cd command that learns - easily navigate directories from the command line

Language:PythonNOASSERTION1606000

the_silver_searcher

A code-searching tool similar to ack, but faster.

Language:CApache-2.02588700

gitlist

An elegant and modern git repository viewer

Language:PHPBSD-3-Clause292100

jupyter-themes

Custom Jupyter Notebook Themes

Language:CSSMIT973500

markdown-magic

💫 Automatically format markdown files via comment blocks using source code, external data & custom transforms.

Language:JavaScript79800

ohmyzsh

🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

Language:ShellMIT17065700