Share Your Work Here - Assignment 2

In the old version of Assignment 2 I considered charges in the input matrix which was wrong, now I corrected the error and here is the corrected version.Assignment02_resubmission

Hi, Guys, here is my assignment 2 completed.

Thanks a lot man, will do

Here is work from assignment2.

A post was merged into an existing topic: Share your work : June 22 - June 28

Hey, turns out I failed the assignment as my submission link was wrong. Anyways thanks for the help. I followed your advice and was able to get my val_loss down to 3314. Thanks a lot for the suggestion. Here is my notebook for your reference.

Any more tips and suggestions and greatly appreciated.
Thank you

Hi All,

Sharing my work on 2nd assignment here.

Thanks,
Chaitanya

Hey,

I received a fail grade for this assignment.

After reading some posts, I fixed the input cols with the charge value. But, I’m a stuck about the loss value; It seems that the val_loss is high (I turn around 6-7k). I tried to change the loss function (smooth_loss, l1_loss) and try different hyperparameters (learning rate, batch_size, epochs) but the result is nearly the same.

Any advice(s) to reduce it ?
Link: https://jovian.ml/quentinmadura/02-insurance-linear-regression

Thanks in advance,
Quentin

I also got a fail grade. I couldnt find the reason for failure.

I have trained a bit more and made the loss around 4.3k

My assignment 2: https://jovian.ml/josequintini/02-insurance-linear-regression

Had some problems in the previous one which i couldn’t figure out. Maybe because i didnot posted here, but also going through the assignment once again did help alot.

here you can have a look at it

validation loss =5546

My improved assignment 2:

if you train with learning rate 1 for 5000 epochs your can get loss of 400.


my improved assignment notebook

Thank you Federico for your feedback, I have made changes to the notebook.
Now the loss value is stable around 4322.3989, and predictions are still quite accurate.

My assignment, improved

Previously, I made some mistake, so I got to know that, Now its perfect.

hope u guys checkout my solution.

Hi everyone!
My corrected link to assignment 2 https://jovian.ml/sindhuja-jakkula/02-insurance-linear-regression

Nice!
Short simple explanations.

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Hello guys its my updated 2nd assignment. With a loss of 50.0173