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HW.Echo's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

funnlp icon funnlp

全面的中文NLP资源列表,包括: 中文语料库、数据集:如人民日报语料、中文聊天语料、中文问答数据集等 各种NLP模型:如词向量模型、文本分类模型、命名实体识别模型、文本生成模型等 NLP预训练模型:如BERT、ERNIE等中文预训练语言模型 NLP任务baseline和SOTA:如情感分析、文本摘要、语义解析等任务的最新成果 知识图谱资料:如知识图谱构建工具、知识问答数据集等 对话系统资料:如开源的对话系统、对话数据集等 词典资源:如同义词词典、情感词词典等 NLP工具与代码:如各种文本处理工具包、NLP代码示例等 论文/教程/技术文档:涵盖NLP各个方向 整体来说,这个列表涵盖了中文NLP研究和应用所需要的多数资源,对于从事相关研究的同学非常有参考价值。

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