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xyym's Projects

annotated_deep_learning_paper_implementations icon 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, ... 🧠

awesome-backbones icon awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

bert_seq2seq icon bert_seq2seq

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

bertviz icon bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

big_vision icon big_vision

Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

book3_elements-of-mathematics icon book3_elements-of-mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

cam icon cam

Class Activation Mapping

chatgptbook icon chatgptbook

《ChatGPT原理与实战：大型语言模型的算法、技术和私有化》

clip icon clip

Contrastive Language-Image Pretraining

cluener2020 icon cluener2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

colossalai icon colossalai

Making big AI models cheaper, easier, and scalable

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

cv icon cv

✔️最全面的 深度学习CV 笔记【吴恩达 深度学习】【李沐 动手学深度学习】【我是土堆 Pytorch】

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