YanZongzheng's repositories
APSIM-VarDecomp
Decompose the variance contribution of different G*E*M factors on multiple APSIM model outputs
Apsimx
jupter script for Apsimx
awesome-agriculture
Open source technology for agriculture, farming, and gardening
CNN-RNN-Yield-Prediction
This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"
Crop-Yield-Prediction-Comparison-using-ML-DL-Techniques
In this project, we compare and predict the yield of five crops (wheat, barley, jowar, rapeseed & mustard, and bajra) in Rajasthan (district-wise) using three machine learning techniques: random forest, lasso regression and SVM, and two deep learning techniques: gradient descent and RNN LSTM. To apply the models to our data, we divided it into training and testing datasets. Each model is tested twice: once with only "area" and "production" in mind, and then again with additional factors (rainfall and soil type) in mind to predict crop yield. To find the model that most accurately predicts the yield, R2 score, Root Mean Squared Error (RMSE) and Mean Average Error (MAE) are calculated for each model.
crop_yield_prediction
Crop Yield Prediction with Deep Learning
DataAnalysis
气象数据分析代码和部分数据
github-slideshow
A robot powered training repository :robot:
Google-Earth-Engine-Python-Examples
Various examples for Google Earth Engine in Python using Jupyter Notebook
HyperDL-Tutorial
深度学习教程整理 | 干货
jupyter
Jupyter metapackage for installation, docs and chat
learngit
learn git practice
pcse-1
Repository for the Python Crop Simulation Environment
PPDssat
Pre- Post- process python for DSSAT
projectone
this is just a test repository
pycrop-yield-prediction
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
PyCrop2ML
CropML Python library
PyWaterBal
Unsaturated soil water flow model
SICPmatanalysis
this is a for my study storage
USTC-Course
:heart:**科学技术大学课程资源
Utility-Functions
Contains handy functions that get used often
waqip
waqip is to download air quality data from aqicn.org (http://aqicn.org).
webpage
this is my personal webpage
WoDeLunWen
Just writting papers