Sudhanshu's Blog

Weekly Check-In #4

Sudhanshu
Published: 06/28/2021

What did you do this week?

This week I was done with implementation of the sklearn model scorers and also wrapped the sklearn metrics methods. Wrote the tests for the scorers as well.

What is coming up next

Next I will start with the implementation of the clean up operations. Also i will send pull request for the sklearn model scorer and sklearn metrics scorers for review.

Did you get stuck anywhere

I got stuck with one of the methods binding to the base class, discussed the issue with the mentor and resolved the issue.

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Weekly Check-In #3

Sudhanshu
Published: 06/20/2021

What did you do this week?

This week I continue working on the Phase 8 of the accuracy scorer, where I was supposed to fix the documentation, cli tests, examples to use the new scorer. Also I worked on the sklearn scorers as well.

What is coming up next?

I will start working on creating data clean up operations. So for the data clean up operations I have suggested some data cleanup operations which are required I will start implementing the missing value clean up operations, Also I would look into the short hand creation for dataflow command.

Did you get stuck anywhere

Yes, I was stuck with some of the tests were not passing but with the help of mentors I was able for fix the issues with the Phase8.

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Weekly Check-In #2

Sudhanshu
Published: 06/12/2021

What did you do this week ?

This week I fixed some issues with the previous pull request that was made. I also started working on the sklearn model scorer which uses the default scorer that sklearn model comes with. Also started looking into how we can wrap sklearn.metrics around the dffml scorer plugin.

What is coming up next ?

I will try to make the pull request for the Sklearn Model scorer. Will also start working on wrapping the sklearn.metrics methods around the scorer plugin of dffml. Documentation and tests related to Sklearn Model scorer will also be done.

Did you get stuck anywhere ?

I was stuck with fixing some of the issues of the previous pull request, After getting it reviewed from the mentors I was able to fix those issues.

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Weekly Check-In #1

Sudhanshu
Published: 06/08/2021

What did you do this week ?

During the Community bonding period we had a one to one discussion with the mentors, I was told to flush the proposal more and start discussing on the timelines of the project. This week I was working on the accuracy scoring part, where I was updating the docs, cli tests, tutorials for the accuracy staging branch.

What is coming up next?

In the upcoming week I will start working on the SklearnModelScorer and Sklearn metrics scorers. I will be implementing the classes which will be used. also some documentation on the how to use the accuracy scorers.

Did you get stuck anywhere?

While working the accuracy staging part, I did got stuck on the docs part and needed some inputs from mentors, after getting the required inputs I was able to move ahead and made a pull request which is under review.

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