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Decompose the variance contribution of different G*E*M factors on multiple APSIM model outputs
ApsimNGpy is a Python library designed as an implementation of the APSIM Next Generation crop and environmental simulation model. This library is built upon the Pythonnet API, providing direct communication with the APSIM model. Notably, it offers a significant speed advantage, being twice as fast as the graphical user interface for simulations.
jupter script for Apsimx
Open source technology for agriculture, farming, and gardening
This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"
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 with Deep Learning
Prediction of crop yields using machine learning.
气象数据分析代码和部分数据
A robot powered training repository :robot:
Various examples for Google Earth Engine in Python using Jupyter Notebook
深度学习教程整理 | 干货
Jupyter metapackage for installation, docs and chat
learn git practice
Repository for the Python Crop Simulation Environment
Pre- Post- process python for DSSAT
this is just a test repository
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
CropML Python library
Unsaturated soil water flow model
this is a for my study storage
:heart:**科学技术大学课程资源
Contains handy functions that get used often
waqip is to download air quality data from aqicn.org (http://aqicn.org).
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.