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2022-machine-learning-specialization

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-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-public-datasets

A topic-centric list of HQ open datasets.

bio-sequence-label

基于BIO模式的序列标注工具-可用于命名实体识别、事件触发词识别等任务的数据标注

chinese_ner_tensorflow

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

cplusplusthings

C++那些事

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

ner

基于tensorflow深度学习的中文的命名实体识别

nlp-public-dataset

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集, 中文分词数据集

nltk_data

NLTK Data

numpy-100

100 numpy exercises (with solutions)

tools

Implementation of basic data structures and algorithms

yestin-wang.github.io

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)