BinChen's Projects
CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization of public subnational yield statistics with relevant predictors. Contributors include agronomers, climate scientists and machine learning researchers.
A project on the distribution of apple diseases and pests
《R语言数据可视化之美》配套代码
Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；已文件还会经过至少两轮修改，改动会很大，大家注意下载最新版本。请多提意见，谢谢
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习；36章草稿只差一章，还会经过两轮大修大改，欢迎批评指正
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；完册，最后打磨。纠错多的同学，有赠书感谢！
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.
my personal academic page
GB/T 7714相关的csl以及Zotero使用技巧及教程。
深度学习入门教程, 优秀文章, Deep Learning Tutorial
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
A collection of 300+ examples for using Earth Engine and the geemap Python package
Faster, better, smarter ecological niche modeling and species distribution modeling.
Open source book: Geocomputation with R
Python地理信息数据教程中文版（GeoPandas、GIS）
An implementation of the Grammar of Graphics in R
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
如何读好博士
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow for Mobile Deployment
Multi-objective irrigation optimization using a crop simulation model and historical weather data
Library to create Multi Seasonal remote sensing indexes composites
Scientific publication figure plotting examples with R
All Algorithms implemented in Python
Python - 100天从新手到大师
Time series forecasting with PyTorch
I enjoy working on
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent