Topic: "molecular-representation-learning"
junxia97/awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
Size: 565 KB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 522 - Forks: 54

junxia97/SimGRACE Fork of mpanpan/SimGRACE
[WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"
Language: Python - Size: 72.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 1

tata1661/PAR-NeurIPS21
Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
Language: Python - Size: 23.5 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 48 - Forks: 8

HICAI-ZJU/iMoLD
Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)
Language: Python - Size: 279 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 2

HySonLab/EquiHGNN
Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)
Language: Python - Size: 18 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 6 - Forks: 0

rahulkhorana/PolyatomicComplexes
Representations of atomistic systems.
Language: Python - Size: 94.3 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 0

c-vandenberg/machine-learning-in-drug-discovery
Literature review exploring the intersection of molecular representations, cheminformatics, and machine learning within the field of chemistry. Each section is paired with JupyterLab exercises that utilise custom Python classes and utility functions, designed to facilitate hands-on learning and practical application.
Language: Jupyter Notebook - Size: 15 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

zahta/funqg Fork of hhaji/funqg
This repository contains codes and data related to the paper "FunQG: Molecular Representation Learning Via Quotient Graphs". A pre-print version of this paper is currently available at
Language: Python - Size: 339 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
