This repository implements Distilled Graph Attention Policy Networks (DGAPNs), a curiosity-driven reinforcement learning model to generate novel graph-structured chemical representations.
☆21Jan 21, 2022Updated 4 years ago
Alternatives and similar repositories for DGAPN
Users that are interested in DGAPN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains an attempt at using Graph Attention based Reinforcement Learning for graphical state space. The code also provid…☆10Jun 27, 2021Updated 5 years ago
- ☆10Nov 17, 2020Updated 5 years ago
- Bias-controlled 3D generative framework for structure-based ligand design☆17Nov 2, 2022Updated 3 years ago
- Official repository for AAAI'23 paper: Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinf…☆31Nov 26, 2022Updated 3 years ago
- Tree-Invent: A novel molecular generative model constrained with topological tree☆14Jul 26, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code and analyses related to the ExaLearn drug design efforts☆11Sep 30, 2020Updated 5 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30May 30, 2024Updated 2 years ago
- Source code for "Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures" (NeurIPS 2020 Workshop)☆72Nov 15, 2023Updated 2 years ago
- Data and analysis scripts for understanding molecular entropies, including conformer flexibility☆13Mar 29, 2021Updated 5 years ago
- A squad movement planning library for StarCraft AI using Monte Carlo Tree Search and Negamax☆14Jan 1, 2019Updated 7 years ago
- Shiny Web Application for Drug Target Identification with Large-Scale Public Binding Affinities Data☆12Sep 19, 2024Updated last year
- Predict binding affinity of ligand-protein complexes using Graph Neural Networks. The model is implemented using PyTorch Geometric and ba…☆11Nov 26, 2022Updated 3 years ago
- e3nn tutorial for Materials Research Society Fall Meeting 2021☆14Nov 29, 2021Updated 4 years ago
- ☆12Dec 10, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python code that takes a SDF file as input to calculate the central nervous system multiparameter optimization (CNS MPO) score☆11Oct 23, 2018Updated 7 years ago
- reinforcement learning for voltage control