List of protein (enzymes and PPIs) conformations and molecular dynamics using generative artificial intelligence and deep learning
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Updated
Jun 3, 2024
List of protein (enzymes and PPIs) conformations and molecular dynamics using generative artificial intelligence and deep learning
Generative modeling of synthetic time series data and time series augmentations
Playing wiht Latent Space of VAE with PSO
Stellar spectra-driven unsupervised music composition system
repo for practicing DL/genAI
KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络(GAN,Generative Adversarial Network)图像生成的理论与实践研究。
Generative models nano version for fun. No STOA here, nano first.
This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
PyTorch re-implementation of "Generating Sentences from a Continuous Space" by Bowman et al. (2015), using BART encoder and GRU decoder with beam search.
Implementation of Poisson Identifiable VAE (pi-VAE) in Pytorch
Implementation of Poisson Identifiable VAE (pi-VAE) in Pytorch
List of molecular design using Generative AI and Deep Learning
Python toolkit for speech processing
Efficient inference and learning of a generative model for ENSO predictions from large multi-model datasets
PyTorch Lightning Implementation of Diffusion, GAN, VAE, Flow models
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