Amir H. Amanzadi's Projects
A platform for systematic ADME evaluation of drug molecules, thereby accelerating the drug discovery process.
Open source code for AlphaFold.
Config files for my GitHub profile.
A lightweight and easy-to-use website template.
Community-curated list of software packages and data resources for Glycoscience
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
Graph convolutional neural network for multirelational link prediction
✌🏻 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures (NeurIPS 2022)
deep protein solubility prediction
Generative Flow Networks
Work on designing a graph co-attention algorithm.
GraphDTA: Predicting drug-target binding affinity with graph neural networks
Autoencoder network for learning a continuous representation of molecular structures.
Cloud-based molecular simulations for everyone
Application of Graph Neural Networks in accurate prediction of polypharmacy side effects.
Official implementation of pre-training via denoising for TorchMD-NET
An easy-to-use Deep Learning tool for Polypharmacy Side Effect prediction.
Spatial reconstruction of dissociated single-cell data
Therapeutics Data Commons: Machine Learning Datasets for Therapeutics
TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design
Personal linux base VoIP system based on Asterisk