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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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, ... 🧠

aspect-based-sentiment-analysis

A paper list for aspect based sentiment analysis.

hands-on-data-analysis

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

nlp_course

YSDA course in Natural Language Processing

preference-learning-papers

"One of the great achievements of science has been, if not to make it impossible for intelligent people to be religious, then at least to make it possible for them not to be religious. We should not retreat from this accomplishment."― Steven Weinberg

python-

python-core-50-courses

Python语言基础50课

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

resume

My resumes in LaTeX (template suited for new graduate; 应届生简历模板)

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

tripadvisor-scraper

Scrape the hotel reviews of a whole city on TripAdvisor