yongb Goto Github PK
Name: Yong Bao
Type: User
Company: Univ. of Minnesota
Location: United States
Name: Yong Bao
Type: User
Company: Univ. of Minnesota
Location: United States
biostats
Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.
A repository of machine learning codes written for re-usability
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
The Data Scientist’s Toolbox Coursera repository
The Leek group guide to data sharing
Deep learning for plant phenotyping.
R interface to the Decision Support System for Agrotechnology Transfer-Cropping Systems Model (DSSAT-CSM)
Plotting Assignment 1 for Exploratory Data Analysis
FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
A Jupyter notebook extension for geospatial visualization and analysis
Various examples for Google Earth Engine in Python using Jupyter Notebook
The input files, scripts, and results of "Integrating genomic prediction with crop modelling: application in predicting rice heading date" by Onogi et al. are provided.
Satellite image processing pipeline to classify land-cover and land-use
These scripts show how I used Google Earth Engine to estimate Central Valley land fallowed due to drought between 2010 and 2015.
LOL + Azure Cognitive Search + Azure OpenAI
Plant image analysis using OpenCV
PlantCV scripts for analyzing data from the TERRA-REF project
PlantCV Workshops
R-API for beautiful, interactive, & shareable graphs
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.