CRIPAC-DIG / tgm-dlm
Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model
☆22Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for tgm-dlm
- Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)☆20Updated last year
- [EMNLP 2023] ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction.☆18Updated 9 months ago
- InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery☆41Updated 3 weeks ago
- The PyTorch implementation of MoMu, described in "Natural Language-informed Modeling of Molecule Graphs".☆21Updated last year
- Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model☆15Updated 3 months ago
- Code implementation for paper "Can Large Language Models Empower Molecular Property Prediction?"☆38Updated last year
- Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries☆38Updated 9 months ago
- ☆21Updated 4 months ago
- A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining, ICML'23☆31Updated 7 months ago
- Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation☆30Updated last year
- ☆13Updated last year
- The code for "Graph Diffusion Transformer for Multi-Conditional Molecular Generation"☆27Updated 6 months ago
- The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning☆52Updated 9 months ago
- Part of official implementation of "Natural language-informed learning1 of molecule graphs"☆13Updated last year
- ☆41Updated 7 months ago
- [ACL 2024] ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining. by Zhiyuan Liu*, Yaoru…☆14Updated 2 months ago
- ☆19Updated 2 years ago
- ☆14Updated 8 months ago
- Papers about Molecular Machine Learning (MoML) given its human language textual description☆69Updated 4 months ago
- Llamole: Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning☆13Updated last month
- Implementation for NeurIPS 2023 paper "Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation"☆24Updated 5 months ago
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆35Updated 2 months ago
- Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024☆15Updated 2 weeks ago
- A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text☆23Updated 7 months ago
- ☆49Updated 6 months ago
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆15Updated last week
- [NeurIPS 2023] "Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules"☆31Updated 8 months ago
- The official implementation of DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design (ICML 2023)☆52Updated last year
- [ICLR 2024] MARCEL: Machine Learning over Molecular Conformer Ensembles☆40Updated last year
- ☆16Updated last month