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charitymatching's Introduction

Project Description

Title: Charity Matching

Group Members: Dhanashri Tidke, Jeffy Merin Jacob, Seher Khan

Link to the Dataset: https://www.kaggle.com/donorschoose/io We have only used the files:

  1. "Projects.csv"
  2. "Donors.csv"
  3. "Donations.csv"

Project Structure:

  1. CharityMatching_finalpresentation.pptx
  2. CharityMatching_finalreport.pdf
  3. Content_Based.py: script for executing content based approach
  4. Collab_Filtering_LSH.py: script for executing collabrative filtering (LSH) approach
  5. Utility_and_Rating_Matrix_Construction_for_Collab_Filtering.py: script for constructing ultility matrix for LSH (and also ratings matrix for ALS which we tried earlier)
  6. Inputs_for_Collab_Filtering__Generated_by_Mat_Construct: folder containing files generated by Utility_and_Rating_Matrix_Construction_for_Collab_Filtering.py which are then used by Collab_Filtering_LSH.py

charitymatching's People

Contributors

seherkhan avatar

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