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
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