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    [CS 297 Proposal]

    [Paper Review]

    [MBS_BSF_linear regression Slides-PDF]

    [LSTM network explanation and walkthrough]

    [Linear Regression-PDF]

    [Deliverable 1]

    [Deliverable 2]

    [Deliverable 3]

    [Deliverable 4]

    [CS 297 Project Report-PDF]

    [CS 298 Proposal]

    [CS 298 Project Report-PDF]

    [CS 298 Slides-PDF]

Deliverable 1


This deliverable is about collection data sets and then loading those dataset in python and then cleaning the dataset.


  1. Data Collection

    • Housing prices for California ( )
    • Mortgage based securities (
  2. Data Preparation

    The housing price data had a lot of NA in the dataset. So using pandas I prepared data by cleaning the dataset.

    Data Preparation code