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数据挖掘课程作业

100-days-of-ml-code

100 Days of ML Coding

aitalk

algorithm

Algorithm Problems

awesome-programming-books

📚经典技术书籍 PDF 文件，持续更新...

awesome-programming-books-1

计算机经典书籍📚，保留书单

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

blog.github.io

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

chinese-std-gb-t-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

chunchao.github.io

chunchao98.github.io

Blog

datastructureandalgorithm

freecodecamp

The https://www.freecodecamp.org open source codebase and curriculum. Learn to code for free together with millions of people.

gaohaoyang.github.io

blog & blog theme🤘

gpt_academic

为ChatGPT/GLM提供图形交互界面，特别优化论文阅读润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古, newbing, claude等

kbqa-survey

keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

knowledgegraphcourse

东南大学《知识图谱》研究生课程

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

machine-learning

Related tools and algorithm

mrc_competition_dureader

中文机器阅读理解 冠军/亚军代码(包括Dureader系列、CMRC、成语阅读理解、疫情政务问答等)

nlp-paper-reading

Paper Reading List in Natural Language Processing (Updating)

qa-paper

rsa

standard

:traffic_light: 技术团队开发规范。Code standard for development team.

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets and SOTA results & papers.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus