drug2ways / drug2waysLinks
A Python package for drug discovery by analyzing causal paths on multiscale networks
☆27Updated 11 months ago
Alternatives and similar repositories for drug2ways
Users that are interested in drug2ways are comparing it to the libraries listed below
Sorting:
- A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials☆18Updated 5 years ago
- ☆19Updated 5 years ago
- StarGazer is a tool designed for rapidly assessing drug repositioning opportunities. It combines multi-source, multi-omics data with a no…☆35Updated last year
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated 2 years ago
- Pipeline for assessing the tractability of potential targets (starting from Gene IDs)☆24Updated 3 months ago
- A deep learning framework for high-throughput mechanism-driven phenotype screening☆49Updated 4 years ago
- Amino Acid Embedding Representation as Machine Learning Features☆19Updated 6 years ago
- Multi-Channel Deep Chemogenomic Modeling of Receptor-Ligand Binding Affinity Prediction for Drug Discovery☆28Updated 4 years ago
- Learning with uncertainty for biological discovery and design☆34Updated 2 years ago
- Introduction to Applied Mathematics and Informatics in Drug Discovery (AMIDD)☆32Updated 5 months ago
- comparing drug classification methods☆20Updated 5 years ago
- code for Gogleva et al manuscript☆45Updated 2 years ago
- TargetDB is a tool to quickly querry multiple publicly available databases and provide an integrated view of the information available ab…☆32Updated 11 months ago
- Computational Analysis of Novel Drug Opportunities☆36Updated 2 weeks ago
- A high throughput automated drug discovery pipeline.☆29Updated 7 years ago
- ☆16Updated 3 years ago
- Code associated with "Biophysical prediction of protein-peptide interactions and signaling networks using machine learning."☆70Updated last year
- A database of paths that represent the mechanism of action from a drug to a disease in an indication.☆63Updated 3 weeks ago
- ☆11Updated 5 years ago
- Mol2vec notebooks for use with Binder service☆29Updated 7 years ago
- Resources for Drug Repurposing In Alzheimer's Disease (DRIAD) work☆11Updated 4 years ago
- ☆17Updated 8 months ago
- Network-based Drug Repurposing for Human Coronavirus☆40Updated 5 years ago
- ☆11Updated last year
- HoTS: Sequence-based prediction of binding regions and drug-target interactions.☆26Updated 2 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
- Predicting mechanism of action of novelcompounds using compound structure andtranscriptomic signature co-embedding☆14Updated last year
- PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction pre…☆51Updated last year
- Implements the blood brain barrier score described in: J. Med. Chem. 2019, 62, 21, 9824-9836 (https://doi.org/10.1021/acs.jmedchem.9b0122…☆14Updated 4 years ago
- Materials for KDD2023 tutorial: Knowledge-augmented Graph Machine Learning for Drug Discovery: from Precision to Interpretability☆22Updated last year