pq7799 Goto Github PK

ds-ipynb-zh

:book: [译] 数据科学 IPython 笔记本

ds100-textbook-zh

:book: [译] UCB DS100 数据科学的原理与技巧

ensemblelearning

包括决策树和随机森林进行离职人员预测，Xgboost和lightGBM的应用

event-extraction

近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

exercise

exercise for nndl

fairml

fast-pandas

Benchmark for different operations in pandas against various dataframe sizes.

fastai

The fast.ai deep learning library, lessons, and tutorials

fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

feature-engineering-made-easy

Feature Engineering Made Easy, published by Packt

gluon-nlp

NLP made easy

gnnpapers

Must-read papers on graph neural networks (GNN)

grakn

Grakn Core: The Knowledge Graph

hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

housepriceacrossthecountry

房价数据分析

hub

A library for transfer learning by reusing parts of TensorFlow models.

interesting-python

有趣的Python爬虫和Python数据分析小项目

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

joyful-pandas

Pandas中文教程

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kgqa-based-on-medicine

基于医药知识图谱的智能问答系统

knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledgegraph

知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。