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edorixin's Projects

aidatatang_200zh icon aidatatang_200zh

Aidatatang_200zh is an open source Chinese Mandarin speech corpus released by DataTang Technology Co., Ltd (www.datatang.com).

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

nlp-beginner-finish icon nlp-beginner-finish

此项目完成了关于 NLP-Beginner:自然语言处理入门练习 的所有任务,所有代码都经过测试,可以正常运行。

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_tutorial icon nlp_tutorial

NLP超强入门指南,包括各任务sota模型汇总(文本分类、文本匹配、序列标注、文本生成、语言模型),以及代码、技巧

prml icon prml

PRML algorithms implemented in Python

statistic-learning-r-note icon statistic-learning-r-note

📖超详细《统计学习方法:李航》笔记 200 页,包含了很多详细的公式推导和案例实践,已经整理成pdf,有详细的目录。

statistical-learning-methods icon statistical-learning-methods

Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

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