ML model that flags DonorsChoose classroom projects at highest risk of going unfunded, with a fairness audit across school poverty levels.
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Updated
Jul 9, 2026 - Jupyter Notebook
ML model that flags DonorsChoose classroom projects at highest risk of going unfunded, with a fairness audit across school poverty levels.
Exploratory Data Analysis with TSNE ON_ DonorsChoose data set
The objective of this project was to predict which of the provided pairs of questions on Quora contain two questions with the same meaning.
Donors Choose
Exercises for UChicago Center for Data Science and Public Policy volunteers and research assistants
A machine learning model using brute-force KNN algorithm to predict the approval of project proposal.
Applied Random Forest and Gradient Boosting Decision Tree algorithm on Donors Choose Dataset
Implemented Naive Bayes Algorithm on Donors Choose Dataset
It contains application of naive bayes model on a big textual data set. The problems is an example of NLP based solution on 2 different kind of vetorization.
A simple Wordpress plugin with methods to retrieve data from DonorsChoose.org via their API
Applying t-SNE technique for Data Visualization of high-dimensional DonorsChoose dataset
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