Yan Cheng (程彦)'s Projects
AI education materials for Chinese students, teachers and IT professionals.
Creating web applications with Jupyter and Binder
add readme.md
A curated list of Google Earth Engine resources
Interactive Visualization Tool for China Carbon + Census Indicators.
:mortar_board: Path to a free self-taught education in Computer Science!
:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计
Public facing notes page
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。
Docker Cheat Sheet
This is the repository for the 'Remote Sensing of Environment' article: Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR
neural network template draw.io
Tutorials and content created by Earth Engine users, for Earth Engine users
A set of common color palettes for Google Earth Engine
Google Earth Engine Asset Manager with Useful Addons
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"
Course material for "Introduction to Machine Learning for Water Professionals"
Demos of Jupyter notebook for different tasks
This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"
Nacala-Roof-Material: Drone Imagery for Roof Classification, Segmentation, and Counting to Support Mosquito-borne Disease Risk Assessment
Neural Modules: a toolkit for conversational AI
template repository for pangeo binder configuration
All Algorithms implemented in Python
Python API designed to work externally with ArcGIS REST Services to query and extract data, and view service properties. Uses arcpy for some functions if available, otherwise uses open source alternatives to interact with the ArcGIS REST API. Also includes a subpackage for administering ArcGIS Server Sites.
Code used for the Sentinel-2 phenology and productivity product across Europe