Tyqfat's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ASTGCN-r-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
auto-lambda
The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
FFTransformer
Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0
GNN-LSTM_C-V-R-SCUC
This set of codes implements our TPWRS paper "Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment". This work is under the open license: CC BY 4.0.
Google_MTL
Google多任务模型MMoE
gpt_academic
为ChatGPT/GLM提供图形交互界面，特别优化论文阅读润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古, newbing, claude等
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
LibMTL
A PyTorch Library for Multi-Task Learning
load-point-forecast
load point forecast
Multi-Task-Learning-PyTorch
PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
multidet-Transformer
multidet model
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Time-Series-Library
A Library for Advanced Deep Time Series Models.
TimeGAN-pytorch
Pytorch implementation of the paper "Time-series Generative Adversarial Networks".
torchMTL
A lightweight module for Multi-Task Learning in pytorch.
transdim
Machine learning for transportation data imputation and prediction.
Transformer-DPnet
T-DPnet-Transformer-based-deep-Probabilistic-network-for-load-forecasting