David-Ttao

Pinned 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, ... 🧠

  Language:Jupyter Notebook00

• Awesome-DynamicGraphLearning

  Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs). 将深度学习技术(图神经网络等)应用在动态图、动态网络、动态知识图谱上的论文、工具等。

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• ContinuousGNN

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• CoST

  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

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• d2l-zh

  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

  Language:Python00

• deep-learning-time-series

  List of papers, code and experiments using deep learning for time series forecasting

  Language:Jupyter Notebook0000

• dynamic-graph-papers

  动态图表示论文汇总

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• Fedformer

  Language:Python0100

• GNN-algorithms

  图神经网络相关算法详述及实现

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• Graph-Neural-Network-Review

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David-Ttao's Repositories