syctlj's repositories
aircraft-project
Projects Visualisation Aircraft Data routes and others
Awesome-Mobility-Machine-Learning-Contents
Machine Learning / Deep Learning Contents in Mobility Industry(Transportation)
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
data-visualization
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
deep-learning-with-keras-notebooks
Jupyter notebooks for using & learning Keras
folium-demo
Using Python for basic GIS: Folium, Flask, Heroku, and open data APIs
geocompr
Open source book: Geocomputation with R
Geopython
Notebooks and libraries for spatial/geo Python explorations
geospatial-data-analysis-cn
Python地理信息数据教程中文版（GeoPandas、GIS）
GIS_exploration
Exploring how to do geocoding, distances, spatial analysis
Hands-on-Data-Visualization-with-Bokeh
Hands-On Data Visualization with Bokeh, published by Packt
handson-unsupervised-learning
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
IRS-migration-data
IRS migration data gather
jacobs_urban_planning
Code to repeat some experiments of the paper "The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective"
makeyourownneuralnetwork
Code for the Make Your Own Neural Network book
notes-python
中文 Python 笔记
polygons-hexgrid
Visualizing OSM POIs by polygons and on a hexagonal grid
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
R-graph-gallery
A website that displays hundreds of R charts
r-spatial.org
r-spatial.org blog sources
RDataAnalytics
Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
tidytransit
:bus: 'sf'-compatible package to analyze transit schedules, routes, and stops
tutorials-1
Tutorials for spatial data processing and analysis in R and Python