Bin-Chen-Lab / Awesome_BigData_AI_DrugDiscoveryLinks
A collection of resources useful for leveraging big data and AI for drug discovery. It mainly serves as an orientation for new lab folks. It may be biased towards my lab interest.
☆199Updated 2 years ago
Alternatives and similar repositories for Awesome_BigData_AI_DrugDiscovery
Users that are interested in Awesome_BigData_AI_DrugDiscovery are comparing it to the libraries listed below
Sorting:
- A collection of resources for Deep Learning in Python for Life Sciences (with focus on biotech and pharma).☆144Updated 2 months ago
- The Databases for Drug Discovery (DDD)☆145Updated 7 years ago
- A curated list of resources for machine learning for small-molecule drug discovery☆230Updated 2 years ago
- DEEPScreen: Virtual Screening with Deep Convolutional Neural Networks Using Compound Images☆114Updated last year
- A visible neural network model for drug response prediction☆149Updated 2 years ago
- User-friendly extensions of the DrugBank database☆194Updated 6 years ago
- PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction pre…☆54Updated 4 months ago
- Open Drug Discovery Toolkit☆457Updated 2 years ago
- A computational drug discovery project, in which bioinformatic and machine learning tools are used to identify possible molecular targets…☆23Updated 4 years ago
- Assorted tools for interacting with .gct, .gctx files and other Connectivity Map (Broad Institute) data/tools☆136Updated 3 years ago
- A deep learning framework for high-throughput mechanism-driven phenotype screening☆52Updated 4 years ago
- Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network☆95Updated 2 years ago
- Install alphafold on the local machine, get out of docker.☆103Updated 4 years ago
- Multi-task and masked language model-based protein sequence embedding models.☆104Updated 4 years ago
- Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by…☆161Updated 9 months ago
- A software package for computing features of peptides and proteins☆65Updated last year
- This repository is the collection point of reference data for the GPCRdb. The GPCRdb contains reference data, interactive visualisation a…☆45Updated last week
- Structural Bioinformatics is awesome. Throw your textbook in the garbage, light the garbage can on fire, and blend the ashes into your co…☆74Updated 2 years ago
- Machine Learning Projects☆24Updated 5 years ago
- Google Colab Tutorials for IBM3202☆272Updated last year
- An up-to-date list of papers and code relating to progress in the burgeoning field of AI-Drug Discovery☆43Updated last month
- Example code from the book "Deep Learning for the Life Sciences"☆387Updated 4 years ago
- Modelling the Language of Life - Deep Learning Protein Sequences☆122Updated 5 years ago
- predicting peptide-protein interactions☆136Updated last year
- Protein function prediction using a variational autoencoder☆95Updated 7 years ago
- Protein-compound affinity prediction through unified RNN-CNN☆151Updated last year
- VirtualFlow for Virtual Screening☆179Updated 3 months ago
- Deep functional residue identification☆341Updated 2 years ago
- A curated list of awesome AI and Bioinformatics.☆46Updated 2 years ago
- For anyone who are eager to applying deep learning in bioinformatics!☆124Updated 7 years ago