Pinned Repositories
age_detection
baoy-umn.edu
biostats
biostats
Computer-Vision-Basics-with-Python-Keras-and-OpenCV
Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.
cookbook
A repository of machine learning codes written for re-usability
coursera-getting-and-cleaning-data
data-science-ipython-notebooks
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.
datasciencecoursera
datasciencecoursera-1
The Data Scientist’s Toolbox Coursera repository
soybean_genomic_prediction
yongb's Repositories
yongb/soybean_genomic_prediction
yongb/age_detection
yongb/baoy-umn.edu
biostats
yongb/biostats
yongb/Computer-Vision-Basics-with-Python-Keras-and-OpenCV
Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.
yongb/cookbook
A repository of machine learning codes written for re-usability
yongb/data-science-ipython-notebooks
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.
yongb/datasciencecoursera
yongb/deepplantphenomics
Deep learning for plant phenotyping.
yongb/Developing-Data-Products
yongb/dssatR
R interface to the Decision Support System for Agrotechnology Transfer-Cropping Systems Model (DSSAT-CSM)
yongb/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
yongb/extras
yongb/FIELDimageR
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.
yongb/geonotebook
A Jupyter notebook extension for geospatial visualization and analysis
yongb/Google-Earth-Engine-Python-Examples
Various examples for Google Earth Engine in Python using Jupyter Notebook
yongb/HeadingDatePrediction
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.
yongb/land-cover-to-land-use-classification
Satellite image processing pipeline to classify land-cover and land-use
yongb/LandFallowingInEarthEngine
These scripts show how I used Google Earth Engine to estimate Central Valley land fallowed due to drought between 2010 and 2015.
yongb/LOL_Azure_GPT
LOL + Azure Cognitive Search + Azure OpenAI
yongb/plantcv
Plant image analysis using OpenCV
yongb/plantcv-terra
PlantCV scripts for analyzing data from the TERRA-REF project
yongb/plantcv-workshop
PlantCV Workshops
yongb/Practical-Machine-Learning-Project
yongb/Pytorch-tutorial-on-Google-colab
PyTorch Tutorial on google colaboratory.
yongb/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
yongb/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
yongb/trinityghg
yongb/VIGoR
Variational Bayesian Inference for Genome-Wide Regression
yongb/yongb.github.io