Chris Pollett > Students >
Harita
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    [Bio]

    [Blog]

    [CS297 Proposal]

    [Duolingo Activity List]

    [Feed-ForwardNN Slides-PDF]

    [Tensorflow Slides-PDF]

    [Convolution Neural Network Slides-PDF]

    [Word Embeddings And Recurrent NNS-PDF]

    [Sequence-to-Sequence Learning-PDF]

    [Deliverable 1]

    [Deliverable 2]

    [Deliverable 3]

    [Deliverable 4]

    [CS297 Final Report-PDF]

    [CS298 Proposal]

    [CS298 Final Report-PDF]

    [CS298 Slides-PDF]

Project Blog

February 18, 2020

  • Discussed about word2vec models (skipgram and cbow)
  • Discussed improvements in genearting word embeddings for portuguese language.
TODO :
  • Prepare slides for sequence to sequence learning.
  • Change portuguese corpus to generate word embeddings using skip gram.
  • Implement sequence to sequence learning after the reading of the chapter.

February 11, 2020

  • Discussed possible generalization of the duolingo activities.
  • Discussed possible path for this research..
TODO :
  • Generate a dataset with english sentences and their portuguese sentences' words
  • Generate english and portuguese word embeddings.

February 4, 2020

  • Discussed the CS298 proposal changes.
  • Discussed the rough timeline for deliverables this semester.
TODO :
  • Go through available dataset to understand the fields available.
  • Make changes to the CS 298 proposal.

January 27, 2020

  • Decided the meeting day and time for the project to be Tuesday 9.15AM
TODO :
  • Complete CS298 Project proposal.
  • Decide committee members and submit the signed form to the CS department for the add code.

December 3, 2019

  • Discussed Final report improvements.
  • Discussed Deliverable 3 questions
TODO :
  • Complete deliverable 3 by implementing word2vec for gujarati words.
  • Complete project report by incorporating all comments.

November 26, 2019

  • Discussed Deliverable 3 implementation.
  • Discussed Deliverable 4 for data collection.
  • Discussed Deliverable 5 for project final report.
TODO :
  • Complete deliverable 3 by implementing word2vec for gujarati words.
  • Complete deliverable 4 by finding good datasets for CS298.
  • Complete deliverable 5 by completing first draft of the project report.

November 12, 2019

  • Discussed Deliverable 2 improvments by adding another layer in NN
  • Discussed Deliverable 3 by creating word2vec for Gujarati digits
TODO :
  • Complete chapter 4 study from the book.
  • Revise Deliverable 2 by adding another layer.
  • Create similar table as shown in figure 4.2 of Introduction to Deep Learning for same Gujarati language words.

October 29, 2019

  • Discussed deliverables' HTML pages.
  • Discussed database improvements to improve the accuracy.
TODO :
  • Start chapter 4 study from the book.
  • Create a database for Gujarati digits by including more images from different sources.
  • Update deliverable page for 2 completed deliverables
  • Figure out a keyboard app that allows typing Gujarati from Macbook keyboard.

October 15, 2019

  • Discussed doubts from chapter 2 of The introduction to Deep Learning.
TODO :
  • Start chapter 3 study from the book
  • Code convolution neural network program for recognizing Gujarati language numbers using Tensorflow
  • Create slides for chapter 3.
  • List items which are not clear from chapte 3

October 1, 2019

  • Discussed program for Gujarati digit recognition from Chapter 1
  • Discussed two deliverables to update in the proposal
  • Discussed roadmap for next two weeks
TODO :
  • Update proposal with two deliverables
  • Code forward feed neural network program for recognizing Gujarati language numbers using Tensorflow
  • Create slides for chapter 2.
  • Start studying chapter 3
  • List items which are not clear from chapter 2 and 3

September 17, 2019

  • Discussed change in deliverables
  • Presented the slides made for chapter 1
TODO :
  • Make suggested changes to the project proposal.
  • Keep working on the forward feed neural network program for Gujarati language numbers
  • Create slides for Stochastic Gradient Descent topic from chapter 1.

September 10, 2019

  • Discussed change in deliverables
  • Discussed the slides made for chapter 1
TODO :
  • Make suggested changes to the project proposal.
  • Work on the forward feed neural network program for Gujarati language numbers
  • Create a list of activities provided on Duolingo platform for learning new language

September 3, 2019

  • Discussed improvements in the project proposal
  • Discussed the web portal functionalities and capabilities
TODO :
  • Make suggested changes to the project proposal.
  • Study chapter 1 from the Charniak book and prepare slides.

August 27, 2019

  • Decided the project topic
  • Decided the meeting day and time for the project to be Tuesday 9.45AM
TODO : Work on the project proposal