shinypond

ddim

Denoising Diffusion Implicit Models

Deep-Learning-Paper-Review-and-Practice

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

encoder4editing

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

ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

localbasis

ood_detection

Out-of-Distribution Detection for VAE, GLOW

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

shinypond/AirFormer

PyTorch implementation of AirFormer, AAAI-23

shinypond/Autoformer

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

shinypond/awesome-deep-rl

For deep RL and the future of AI.

shinypond/awesome-systematic-trading

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

shinypond/Battery_Ref_Generator

Deep Neural Network-based Battery Reference Cycle Generator

shinypond/Crossformer

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

shinypond/deep-time-series

Deep learning PyTorch library for time series forecasting

shinypond/deephedging

Implementation of the vanilla Deep Hedging engine

shinypond/DeepTime

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

shinypond/dpm-solver

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

shinypond/exchange_calendars

Calendars for various securities exchanges.

shinypond/FEDformer

shinypond/HIV-PERDDQN

An official implementation of "An Efficient Deep Q Learning Method to Find the Optimal STI Controls for HIV Patients" (PER-DDQN)

shinypond/HIV_RL

Find a nice equilibrium!

shinypond/instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

shinypond/kiwoom

키움 증권 OpenAPI 파이썬 심플 라이브러리

shinypond/Loci

Learning What and Where – Unsupervised Disentangling Location and Identity Tracking

shinypond/LTSF-Linear

This is the official implementation for AAAI-23 paper "Are Transformers Effective for Time Series Forecasting?"

shinypond/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

shinypond/PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

shinypond/pfhedge

PyTorch-based framework for Deep Hedging

shinypond/q-learning_with_bounded_naf

The implementation for the paper Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis // NeurIPS 2022

shinypond/rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

shinypond/SIDARTHE_RL

Solving SIDARTHE control problem through RL

shinypond/stable-diffusion

A latent text-to-image diffusion model

shinypond/state-spaces

Sequence Modeling with Structured State Spaces

shinypond/Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

shinypond/textual

Textual is a Rapid Application Development framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser!

shinypond/TradeMaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

shinypond/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite