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airformer

PyTorch implementation of AirFormer, AAAI-23

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

alias-free-gan

Alias-Free GAN project website and code

alias-free-gan-pytorch

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-systematic-trading

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

battery_ref_generator

Deep Neural Network-based Battery Reference Cycle Generator

clip

Contrastive Language-Image Pretraining

crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

ddim

Denoising Diffusion Implicit Models

deep-learning-paper-review-and-practice

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deep-time-series

Deep learning PyTorch library for time series forecasting

deephedging

Implementation of the vanilla Deep Hedging engine

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeptime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

diffusion_schrodinger_bridge

PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

encoder4editing

Official implementation of "Desinging an Encoder for StyleGAN Image Manipulation" https://arxiv.org/abs/2102.02766

exchange_calendars

Calendars for various securities exchanges.

fastgan-pytorch

Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

fedformer

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gansformer

Generative Adversarial Transformers

ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

guided-diffusion