huanfachen
GIS, spatial data science, spatial optimisation, machine learning.
University College London
Pinned Repositories
academic_writing_template
A collection of templates for academic writing
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DSSS
This repository contains teaching materials for CASA0006 (Data Science for Spatial Systems).
Huanfa_R_snippet
R snippets collated by Huanfa Chen
Open_source_location_cover_models
Code of open source spatial optimisation and location cover models
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
QM_2021
Quantitative Methods module for CASA MSc programmes.
QM_2023
Travel_mode_prediction
Matlab and Python codes for travel mode prediction using statistical and machine learning models.
Vaccine_uptake_analysis
Spatial analysis of the COVID-19 vaccination uptake in England, using geographically weighted regression
huanfachen's Repositories
huanfachen/QM_2021
Quantitative Methods module for CASA MSc programmes.
huanfachen/DSSS
This repository contains teaching materials for CASA0006 (Data Science for Spatial Systems).
huanfachen/Vaccine_uptake_analysis
Spatial analysis of the COVID-19 vaccination uptake in England, using geographically weighted regression
huanfachen/QM_2023
huanfachen/Travel_mode_prediction
Matlab and Python codes for travel mode prediction using statistical and machine learning models.
huanfachen/huanfachen.github.io
huanfachen/0038_MLBD
This is a repo for SPCE0038 Machine Learning with Big Data saving practicals.
huanfachen/ALLFED-Repository-Template
Use this as a template for a new project: https://medium.com/programming-lite/repository-templates-in-github-why-how-75b1d1bd43f2
huanfachen/chatgpt-prompts-for-academic-writing
This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.
huanfachen/chatgpt_collection
A collection of chatgpt materials and notes
huanfachen/COVID_Vaccine_Accessibility
huanfachen/data_science_code_collection
huanfachen/DeepLearningAI-ChatGPT
Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "ChatGPT Prompt Engineering for Developers" course on DeepLearning.AI.
huanfachen/drone_station_pmp
The code for the p-median problem of the stations of drone patrols. Drone patrols are used to respond to crime incidents in an area, in which the crime risk of each street segments is estimated using historical crime records and network kernel density estimation methods.
huanfachen/Github_notes
Some notes about Github
huanfachen/GWR_GWML
This repo contains the comparative analysis of using geographically weighted regression and machine learning.
huanfachen/huanfa-hugo-markdown-slides
huanfachen/Huanfa_CV
huanfachen/Huanfa_Linux_snippet
Collection of Linux/Excel/Outlook snippets for daily office work
huanfachen/i2p
Introduction to Programming module for CASA MSc programmes.
huanfachen/Map_collections
A repo of interesting and useful maps
huanfachen/OSRM_playground
A collection of OSRM related tutorials and notes
huanfachen/PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
huanfachen/Spatial_Data_Science
huanfachen/SpatialOptCode
Collections of codes for spatial optimisation
huanfachen/Statistics_notes
Notes on statistics
huanfachen/vaccine_accessibility
Study of vaccine accessibility
huanfachen/wastewater-catchment-areas
7,537 wastewater catchment areas in the Great Britain covering more than 95% of the population.
huanfachen/wbe_prevalence_england_python
huanfachen/yolov5_RS
YOLOv5 for remote sensing