PromptProtein
Protein Model
An implementation of a protein language model that uses prompts to learn from multi-level structural information in proteins.
Code and Data for the paper: Multi-level Protein Structure Pre-training with Prompt Learning [ICLR 2023]
32 stars
2 watching
9 forks
Language: Python
last commit: over 1 year ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 muhaochen/seq_ppi | A deep learning framework for predicting protein-protein interactions based on sequence data | 89 |
 mbzuai-nlp/bactrian-x | A collection of multilingual language models trained on a dataset of instructions and responses in various languages. | 94 |
 songlab-cal/tape | Provides pre-trained protein embeddings and benchmarking tools for semi-supervised learning tasks in protein biology | 671 |
 tbepler/protein-sequence-embedding-iclr2019 | Developing models to learn and represent protein sequences based on their structure | 259 |
 zjulearning/graph_level_drug_discovery | A Python project that uses machine learning to improve the representation of molecules in drug discovery | 60 |
 01-ai/yi | A series of large language models trained from scratch to excel in multiple NLP tasks | 7,743 |
 zhuiyitechnology/gau-alpha | An implementation of a transformer-based NLP model utilizing gated attention units | 98 |
 lifanchen-simm/transformercpi | Develops a deep learning model to predict compound-protein interactions by leveraging sequence-based learning and self-attention mechanisms | 134 |
 zcli-charlie/batgpt | A large language model designed to support long context conversations with improved efficiency and effectiveness | 38 |
 tiger-ai-lab/uniir | Trains and evaluates a universal multimodal retrieval model to perform various information retrieval tasks. | 114 |
| zhuiyitechnology/pretrained-models | A collection of pre-trained language models for natural language processing tasks | 989 |
 michael-wzhu/promptcblue | A large-scale instruction-tuning dataset for multi-task and few-shot learning in the medical domain | 328 |
 brightmart/xlnet_zh | Trains a large Chinese language model on massive data and provides a pre-trained model for downstream tasks | 230 |
| zhuiyitechnology/roformer-sim | An upgraded version of SimBERT with integrated retrieval and generation capabilities | 441 |
 ieit-yuan/yuan2.0-m32 | A high-performance language model designed to excel in tasks like natural language understanding, mathematical computation, and code generation | 182 |