drug2ways / drug2ways
A Python package for drug discovery by analyzing causal paths on multiscale networks
☆26Updated 6 months ago
Alternatives and similar repositories for drug2ways:
Users that are interested in drug2ways are comparing it to the libraries listed below
- StarGazer is a tool designed for rapidly assessing drug repositioning opportunities. It combines multi-source, multi-omics data with a no…☆32Updated last year
- A deep learning framework for high-throughput mechanism-driven phenotype screening☆48Updated 3 years ago
- Pipeline for assessing the tractability of potential targets (starting from Gene IDs)☆20Updated 6 months ago
- ☆19Updated 4 years ago
- code for Gogleva et al manuscript☆45Updated 2 years ago
- Computational Analysis of Novel Drug Opportunities☆35Updated 2 weeks ago
- Introduction to Applied Mathematics and Informatics in Drug Discovery (AMIDD)☆29Updated last month
- PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction pre…☆50Updated 8 months ago
- Implementation of ReSimNet for drug response similarity prediction☆39Updated last year
- TargetDB is a tool to quickly querry multiple publicly available databases and provide an integrated view of the information available ab…☆30Updated 6 months ago
- A database of paths that represent the mechanism of action from a drug to a disease in an indication.☆57Updated last year
- A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials☆18Updated 5 years ago
- Amino Acid Embedding Representation as Machine Learning Features☆19Updated 6 years ago
- Method for drug repurposing from knowledge graphs and literature☆34Updated 4 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated last year
- OCEAN - Optimized Cross rEActivity estimatioN☆11Updated 4 years ago
- A high throughput automated drug discovery pipeline.☆29Updated 6 years ago
- comparing drug classification methods☆19Updated 4 years ago
- Mol2vec notebooks for use with Binder service☆29Updated 6 years ago
- Code for reproducing results of "Unsupervised embeddings is all you need for protein function prediction"☆39Updated last year
- ☆11Updated 5 years ago
- Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"☆20Updated last year
- Multi-Channel Deep Chemogenomic Modeling of Receptor-Ligand Binding Affinity Prediction for Drug Discovery☆27Updated 3 years ago
- ☆16Updated 3 years ago
- ☆15Updated 4 months ago
- Code for KekuleScope☆11Updated 2 years ago
- Machine learning guided association of adverse drug reactions with in vitro off-target pharmacology☆33Updated 4 years ago
- A high-quality hand-curated logD7.4 dataset of 1,130 compounds☆19Updated 7 years ago
- This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction pred…☆27Updated 3 years ago
- Network representation learning on drug-target-side effects-indication graphs for side effect prediction☆13Updated 4 years ago