Footer

Your go-to destination for discovering trending open-source projects and uncovering the insights that matter

Legal

  • Terms and conditions
  • Privacy policy

More

  • Pricing
  • Advertise
  • onedump
  • gosnakego
  • Contact us

Social

  • X (Twitter)
  • GitHub
Trendshift owl
What they build speaks louder than words
© 2026 Trendshift, created by Julian Li with ❤️
SignalAdvertise
Trendshift
SignalAdvertise
Sign in
Trendshift owl

Discover trends that matter

DailyWeeklyMonthlyYearly
Live mentionsTopics
RepositoriesDevelopers
InsightsStats

Bifrost
Bifrost
ClawBench
ClawBench

XieResearchGroup/Physics-aware-Multiplex-GNN

Source code for "A universal framework for accurate and efficient geometric deep learning of molecular systems" (Nature Scientific Reports)

Visit GitHub
Python
73
16
1 contributors
Custom license
website
FeaturedAdvertise to 180K+ monthly visitors
Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

ClawBench

a benchmark for personal agents

Momentum

How fast XieResearchGroup/Physics-aware-Multiplex-GNN is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Oct 7 – Oct 24, 2026

Stars +0 in 18 days

01

Forks +0 in 18 days

01

Merged PRs 0 in 18 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Oct 7Oct 10Oct 13Oct 16Oct 19Oct 22
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+0+00
Total+0+00
  • 1#1 on the list
  • 7Rank that day
  • Not trending

You might also like

Repositories close to XieResearchGroup/Physics-aware-Multiplex-GNN
FeaturedAdvertise to 180K+ monthly visitors
ClawBench

a benchmark for personal agents

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

microsoft/Graphormer

Python

Graphormer is a general-purpose deep learning backbone for molecular modeling.

2.5k365

liugangcode/torch-molecule

Python

torch-molecule is a deep learning package for molecular discovery, designed with an sklearn-style interface for property prediction, inverse design and representation learning.

33342

atomistic-machine-learning/schnetpack

Python

SchNetPack - Deep Neural Networks for Atomistic Systems

943242

NatLabRockies/nfp

Python

Keras layers for end-to-end learning with rdkit and pymatgen

6234

lucidrains/alphafold3-pytorch

Python

Implementation of Alphafold 3 from Google Deepmind in Pytorch

1.7k224

HFooladi/GNNs-For-Chemists

Jupyter Notebook

Implementations of different GNNs from scratch for chemists

18431

mims-harvard/ATOMICA

Python

Learning Universal Representations of Intermolecular Interactions with ATOMICA

22932

DeepRank/deeprank2

Python

An open-source deep learning framework for data mining of protein-protein interfaces or single-residue variants.

6114

NVIDIA-BioNeMo/KERMT

Python

KERMT is a pretrained graph neural network model for molecular property prediction.

10519