drug2ways / drug2ways
A Python package for drug discovery by analyzing causal paths on multiscale networks
☆26Updated 9 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…☆35Updated last year
- ☆19Updated 4 years ago
- A deep learning framework for high-throughput mechanism-driven phenotype screening☆49Updated 4 years ago
- A database of paths that represent the mechanism of action from a drug to a disease in an indication.☆60Updated last year
- Introduction to Applied Mathematics and Informatics in Drug Discovery (AMIDD)☆31Updated 4 months ago
- Multi-Channel Deep Chemogenomic Modeling of Receptor-Ligand Binding Affinity Prediction for Drug Discovery☆27Updated 3 years ago
- PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction pre…☆51Updated 11 months ago
- TargetDB is a tool to quickly querry multiple publicly available databases and provide an integrated view of the information available ab…☆32Updated 9 months ago
- comparing drug classification methods☆19Updated 5 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
- ☆16Updated 3 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated 2 years ago
- Computational Analysis of Novel Drug Opportunities☆36Updated 2 months ago
- Learning with uncertainty for biological discovery and design☆34Updated 2 years ago
- A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials☆18Updated 5 years ago
- Mol2vec notebooks for use with Binder service☆29Updated 7 years ago
- Code to accompany the "Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs" (Briefings in B…☆17Updated last week
- ☆31Updated 6 years ago
- Implementation of ReSimNet for drug response similarity prediction☆40Updated last year
- Amino Acid Embedding Representation as Machine Learning Features☆20Updated 6 years ago
- Pipeline for assessing the tractability of potential targets (starting from Gene IDs)☆23Updated 2 months ago
- code for Gogleva et al manuscript☆45Updated 2 years ago
- ☆11Updated 5 years ago
- Hierarchical Embedding for Drugs☆16Updated last year
- Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence…☆33Updated last week
- ☆11Updated 5 years ago
- Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"☆20Updated last year
- HoTS: Sequence-based prediction of binding regions and drug-target interactions.☆26Updated 2 years ago
- Network-based Drug Repurposing for Human Coronavirus☆40Updated 5 years ago
- Code for reproducing results of "Unsupervised embeddings is all you need for protein function prediction"☆39Updated last year