Stars
ALIEN is a CUDA-powered artificial life simulation program.
GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
Supporting code for the paper "Discovery of a structural class of antibiotics with explainable deep learning"
[ICML 2023] Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation
Software for Evolving Modular Robots in Unity
A collection of resources and papers on Diffusion Models
Official implementation of pre-training via denoising for TorchMD-NET
Collection of data sets of molecules for a validation of properties inference
Message Passing Neural Networks for Molecule Property Prediction
Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
[Neurips 2023] Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981
Easy Hypernetworks in Pytorch and Jax
ACIT4040 semester project. Evolving Agent-based models to gain insight into the effects of different infection prevention measures at campus.
Design tool for creating Evolution Gym environments.
Map-Elites based on Evolution Strategies
A library that makes Evolutionary Strategies (ES) simple to use.