Chris Pollett > Students >
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    [Bio]

    [Blog]

    [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]

Project Blog

March 3, 2020

To-Do :

  • Complete D2(if possible)
  • Predict Housing market using HMM

February 25, 2020

To-Do :

  • Analyze HMM
  • Figuring out how to use sci-kit learn on the Housing data

February 18, 2020

To-Do :

  • Complete D1
  • Use multiple Linear regression using Housing price, Interest Rate, Houses sold

December 3, 2019

To-Do :

  • Project Report

November 26, 2019

To-Do :

  • Deliverable #4
  • Slides for Deliverable #4
  • Redo all deliverables in HTML format

November 5, 2019

To-Do :

  • Deliverable #3
  • Slides for Deliverable #3

October 15, 2019

To-Do :

  • HMM coding
  • Deliverable #2: Due

September 24, 2019

To-Do :

  • HMM
  • Deliverable #1: Due

September 17, 2019

Discussed about Financial crises and bank failures--- Made a presentation

To-Do :

  • Work towards Deliverable
  • HMM-working

September 10, 2019

Discussed about Forecasting model, Mortgage-based securities, Black-Scholes --- Made a presentation

To-Do :

  • Read Financial Crisis paper and make a presentation on it
  • The ML technique to be used

September 3, 2019

Discussed improvements in the project proposal

To-Do :

  • Make the suggested changes to the project proposal
  • Add deliverables as suggested
  • Read about:
    1. Black Scholes model
    2. Mortgage-backed securities
    3. Forecasting models used (Linear Regression?)