nrohani / NDD
Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity
☆30Updated 4 years ago
Alternatives and similar repositories for NDD:
Users that are interested in NDD are comparing it to the libraries listed below
- Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data…☆34Updated 8 years ago
- ☆60Updated 6 years ago
- This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep le…☆42Updated 5 years ago
- ☆96Updated 4 years ago
- Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network☆90Updated 5 years ago
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆64Updated 4 years ago
- Machine learning notebooks and code used for demonstration purposes☆24Updated 4 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated 2 years ago
- Algorithms for prediction of drug-target interactions via computational (chemogenomic) methods☆44Updated 5 years ago
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆29Updated 4 years ago
- ☆25Updated 4 years ago
- Interpreting graph convolutional filters of target prediction network☆48Updated 6 years ago
- DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction (ECAI 2020)☆26Updated 4 years ago
- Predicting drug-target interaction using multi-label learning with community detection method (DTI-MLCD)☆12Updated 4 years ago
- NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions☆76Updated 3 years ago
- CASTER: Predicting Drug Interactions with Chemical Substructure Representation (AAAI 2020)☆26Updated 4 years ago
- code for Zagidullin et al 2021 "Comparative analysis of molecular fingerprints in prediction of drug combination effects"☆16Updated 2 years ago
- Molecular Generation for Desired Transcriptome Changes with Adversarial Autoencoders☆53Updated 4 years ago
- Analysis notebooks and database interaction scripts for the nsides project☆19Updated 6 months ago
- Three-Dimensionally Embedded Graph Convolutional Network (3DGCN) for Molecule Interpretation☆55Updated 5 years ago
- ☆16Updated 3 years ago
- Implementation of ReSimNet for drug response similarity prediction☆40Updated last year
- DEEPScreen: Virtual Screening with Deep Convolutional Neural Networks Using Compound Images☆109Updated 8 months ago
- A Python package for drug discovery by analyzing causal paths on multiscale networks☆26Updated 9 months ago
- Official Implementation for "Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery".☆39Updated 7 years ago
- Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano☆49Updated 6 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Updated 3 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- Ligand-based Virtual Screening using Deep Learning☆16Updated last week
- ☆55Updated 5 years ago