Starred repositories
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
AI education materials for Chinese students, teachers and IT professionals.
Official repo for the #tidytuesday project
A book covering the fundamentals of data visualization
A website displaying hundreds of charts made with Python
A visual introduction to probability and statistics.
A global, public domain map dataset available at three scales and featuring tightly integrated vector and raster data.
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
Community Datasets added by users and made available for use at large
Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"
Code and tutorials to visualise your data that is both beautiful *and* statistically valid
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
A website that displays hundreds of R charts with their code
The biggest collection of R books (and maybe later some other resources too)
Confidence intervals for scikit-learn forest algorithms
Repository for code shared by presenters in the EFI hosted Statistical Methods Seminar Series
Spatial Data Science: With Applications in R (source files)
Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)
Slides, recording and hands-on tutorial for the USGS Data Science webinar
该资源是作者《Python从零到壹》系列文章的对应代码,该系列包括200篇原创博客,涉及基础语法、网络爬取、大数据分析、机器学习、图像处理、人工智能、文本挖掘、图像识别等领域。希望打造一个高质量的Python Family系列,帮助更多初学者,感谢您的点赞~
My contributions to the #30DayMapChallenge 2019, a daily challenge focusing on spatial visualizations happening throughout November.
Explaining the output of machine learning models with more accurately estimated Shapley values
A 📖 on data wrangling, exploration, & analysis with R - created by Jenny Bryan, made with bookdown