Charity Donor Prediction ML Frameworks

Machine learning projects for predicting charitable donation likelihood and funding success using supervised learning and neural networks on donor/applicant datasets. Does NOT include general classification tutorials, other non-profit applications, or datasets without a charitable donation/funding context.

There are 7 charity donor prediction frameworks tracked. The highest-rated is charity-classification/ukcat at 48/100 with 11 stars.

Get all 7 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=charity-donor-prediction&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	charity-classification/ukcat Building a tagging system for UK charities	48	Emerging	11	Jupyter Notebook
2	paocarvajal1912/Venture_Funding_with_Deep_Learning TensorFlow and Keras are used for the construction and evaluation of Deep...	25	Experimental	6	Jupyter Notebook
3	sondosaabed/Finding-Charity-Donors In this project I apply supervised learning techniques and using analytical...	19	Experimental	4	Jupyter Notebook
4	iakcan/gender-inequality-analysis Data-driven analysis of gender inequality and violence against women using...	14	Experimental	—	Jupyter Notebook
5	thaychansy/deep-learning This repository contains a deep learning project for Alphabet Soup, aimed at...	11	Experimental	—	Jupyter Notebook
6	katewang1/Neural_Network_Charity_Analysis Creates and optimizes a neural network model to determine non-profit...	11	Experimental	—	Jupyter Notebook
7	ph-root/CharityML ML model to predict if the person's income is more than 50K per year or not...	11	Experimental	—	HTML