shinypond's starred repositories
stable-diffusion
A latent text-to-image diffusion model
Interview_Question_for_Beginner
:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
state-spaces
Sequence Modeling with Structured State Spaces
stylegan-xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
projected-gan
[NeurIPS'21] Projected GANs Converge Faster
pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
denoising-diffusion-gan
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
deephedging
Implementation of the vanilla Deep Hedging engine
deep-time-series
Deep learning PyTorch library for time series forecasting
ood_detection
Out-of-Distribution Detection for VAE, GLOW
q-learning_with_bounded_naf
The implementation for the paper Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis // NeurIPS 2022
Recurrent-Deep-Q-Learning
Solving POMDP using Recurrent networks