Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-AIDD
Awesome AI-aided Drug Discovery
https://github.com/daiyun02211/awesome-AIDD
Last synced: 6 days ago
JSON representation
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Compound-protein Interaction (CPI)
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Deep Docking
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Protein Sequence Based
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- Link - simm/transformerCPI)) |
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- Link - 901aru/multi_DTI) |
- Link - Code/Multi-PLI/) |
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- Link - MLCD) |
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- Link - Lab/CPAC/tree/main) |
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- Link - Resource/ELECTRA-DTA) |
- Link - featx) |
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- Link - Knowledge-Mining/BridgeDPI) |
- Link - Resource/MGDTA) |
- Link - AI/STAMP-DPI) |
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- Link - Huang/CoaDTI) |
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- Link - MONN) |
- Link - ST) |
- Link - lab/ArkDTA) |
- Link - Bind) [Link2](https://doi.org/10.5281/zenodo.7730755)|
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- Link - simm/transformerCPI2.0) [Link2](https://doi.org/10.5281/zenodo.7993486)|
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- Link - HuaY/MFR) |
- Link - DTA) |
- Link - DTA) |
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- Link - CSBL/DeepConv-DTI) |
- Link - Knowledge-Mining/BridgeDPI) |
- Link - Lab/DeepAffinity) |
- Link - DTA) |
- Link - lab/PerceiverCPI) |
- Link - DTA) |
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- Link - CSBL/HoTS) |
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- Link - lab/PerceiverCPI) |
- Link - HuaY/MFR) |
- Link - DTA) |
- Link - lab/PerceiverCPI) |
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- Link - MLCD) |
- Link - lab/ArkDTA) |
- Link - DTA) |
- Link - DTA) |
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- Link - MLCD) |
- Link - DTA) |
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- Link - Huang/CoaDTI) |
- Link - DTA) |
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- Link - Lab/DeepAffinity) |
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- Link - lab/PerceiverCPI) |
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- Link - Huang/CoaDTI) |
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- Link - simm/transformerCPI)) |
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- Link - MLCD) |
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- Link - DTA) |
- Link - Lab/CPAC/tree/main) |
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- Link
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- Link - Knowledge-Mining/BridgeDPI) |
- Link - Resource/MGDTA) |
- Link - Huang/CoaDTI) |
- Link - HuaY/MFR) |
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- Link - Lab/DeepAffinity) |
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Structure Based (GNN)
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Structure Based (CNN)
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Docking Scoring Function
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Latent Biases
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Virtual Screening Pipeline
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Link Prediction
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Review
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Targeted Protein Degradation
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Machine Learning Algorithms
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Sparsity and Popularity Biases
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- awesome-protein-representation-learning
- awesome-AI-based-protein-design
- awesome-graph-representation-learning
- awesome-graph-self-supervised-learning
- awesome-self-supervised-gnn
- awesome-self-supervised-learning-for-graphs
- ICML 2022 Workshop AI4Science
- ICLR 2022 Workshop MLDD
- ICLR 2023 Workshop MLDD
- NeurIPS 2021 Workshop AI4Science
- NeurIPS 2022 Workshop AI4Science
- NeurIPS 2023 Workshop AI4Science
- NeurIPS 2023 Workshop AI4D3
- NeurIPS 2023 Workshop GenBio
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Uncertainty
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Interpretation
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Roadmap
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Data
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Databases
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Data Sets
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Benchmark
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Representations for Molecules
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Representations for Proteins
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Protein Structure Prediction
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Enzyme
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Learning from Protein Structures
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Effects of Mutations
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Binding Site Prediction
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Learning from Protein Structures
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- Link - epfl/masif) [Link2](https://doi.org/10.5281/zenodo.2625420) |
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- Link - Molecule/bitenet) [Link2](https://sites.skoltech.ru/imolecule/tools/bitenet)|
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- Link - Lau-Lab/tactics_protein_analysis) |
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- Link - classifier) [Link2](https://osf.io/svwkb/)|
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- Link - CNN) |
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- Link - UF/APOP) |
- Link - cryptic-pocket) |
- Link - EPFL/PeSTo) |
- Link - kshirsagar/3DCNN_protein_structures/tree/main/models) |
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- Link - UF/APOP) |
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- Link - UF/APOP) |
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- Link - UF/APOP) |
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Protein-protein Interaction (PPI)
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Link Prediction
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Molecular Property Prediction
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De Novo Molecule Design
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Protein
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Antigen-Antibody
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RNA
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Protein Design
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Learning from Protein Structures
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Programming Languages
Categories
Compound-protein Interaction (CPI)
175
Binding Site Prediction
44
Data
27
Representations for Proteins
20
Machine Learning Algorithms
19
Review
19
Molecular Property Prediction
17
Protein Structure Prediction
13
Antigen-Antibody
12
RNA
12
Effects of Mutations
10
Targeted Protein Degradation
7
Representations for Molecules
4
Roadmap
1
Protein-protein Interaction (PPI)
1
Enzyme
1
Protein Design
1
De Novo Molecule Design
1
Sub Categories
Protein Sequence Based
99
Learning from Protein Structures
79
Structure Based (CNN)
21
PROTAC
19
Sparsity and Popularity Biases
15
Deep Docking
15
Protein-RNA Interaction
12
Structure Based (GNN)
12
Data Sets
12
Link Prediction
11
Protein Language Models (PLMs)
10
Databases
10
Latent Biases
9
Benchmark
9
Docking Scoring Function
8
Frequent Hitters
8
Multitarget-directed Ligands
5
ADMET
4
Uncertainty
3
Protein
1
Interpretation
1
Virtual Screening Pipeline
1
Keywords
self-supervised-learning
4
deep-learning
4
graph-neural-networks
3
machine-learning
3
pre-training
2
graph-representation-learning
2
representation-learning
2
collaborative-filtering
1
graph-contrastive-learning
1
recommendation
1
protein-embedding
1
protein-modeling
1
protein-representation-learning
1
protein-sequences
1
artificial-intelligence
1
awesome
1
awesome-list
1
protein
1
protein-structure
1
data-augmentation
1
pretext-task
1
transfer-learning
1
unsupervised-learning
1
graph-mining
1
graph-self-supervised-learning
1
pretraining
1
contrastive-learning
1