yanzongzheng Goto Github PK

-python---------2--

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"

cplantbox

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

croppredict

Prediction of crop yields using machine learning.

dataanalysis

气象数据分析代码和部分数据

github-slideshow

A robot powered training repository :robot:

gitskills

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

my-fire

pcse

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

starter-academic

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