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GEMINI Framework

This is the repository for GEMINI Framework back-end.

Many staple crops that are important for food, nutritional, and economic security in low- and middle-income countries have not experienced the same large gains in yield and quality over last decades as crops such as maize and soybean. Further, these crops are faced with increasing risk and uncertain growing conditions due to climate change. This project aims to develop a state-of-the-art breeding toolkit, building on the latest techniques in AI-enabled sensing, 3-D crop modeling, and molecular breeding, to create an inflection point in the productivity and quality curves of crops that are central in LMICs.

More details about GEMINI Here

Requirements

Installation Steps

Install all the prerequisites above before continuing

Step 1

Clone the repository and enter the root foler

$ git clone https://github.com/GEMINI-Breeding/gemini-framework.git
$ cd gemini-framework

Step 2

Add a .env file in the root folder

Check .env.example in the root folder for all environment variables

NOTE: You can also rename .env.example to .env

Step 3

If task is installed then just run task

$ task 

Step 4

Install the package for use locally

$ pip install -e .

WARNING: Make sure you are installing the package while the environment you are working with is activated.

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Libraries and dependencies for the GEMINI Pipeline

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  • Python 93.2%
  • TypeScript 6.1%
  • Other 0.7%